Metaxas, Dimitris
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Pavlidis, Ioannis
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Tsekos, Nikolaos V.
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Jirsa, Viktor
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Authorship 1744
type: Authorship
author rank in publication: 20
linked author: Metaxas, Dimitris
linked information resource: The state-of-the-art in cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023.

Authorship 1745
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Editorial for Special Issue on Foundation Models for Medical Image Analysis.

Authorship 1746
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: Gloss Prior Guided Visual Feature Learning for Continuous Sign Language Recognition.

Authorship 1747
type: Authorship
author rank in publication: 7
linked author: Metaxas, Dimitris
linked information resource: Classification of lung cancer subtypes on CT images with synthetic pathological priors.

Authorship 1748
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Automatic Lung Cancer Subtypes Classification on CT Images with Self-generated Multi-modality Hybrid Features.

Authorship 1749
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Domain-Adversarial Transformer Network for Multiphase Liver Tumor Segmentation.

Authorship 1750
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans.

Authorship 1751
type: Authorship
author rank in publication: 11
linked author: Metaxas, Dimitris
linked information resource: Publisher Correction: Mining multi-center heterogeneous medical data with distributed synthetic learning.

Authorship 1752
type: Authorship
author rank in publication: 9
linked author: Metaxas, Dimitris
linked information resource: AVDNet: Joint coronary artery and vein segmentation with topological consistency.

Authorship 1753
type: Authorship
author rank in publication: 2
linked author: Metaxas, Dimitris
linked information resource: On the challenges and perspectives of foundation models for medical image analysis.

Authorship 1754
type: Authorship
author rank in publication: 11
linked author: Metaxas, Dimitris
linked information resource: Mining multi-center heterogeneous medical data with distributed synthetic learning.

Authorship 1755
type: Authorship
author rank in publication: 10
linked author: Metaxas, Dimitris
linked information resource: CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation.

Authorship 1756
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer.

Authorship 1757
type: Authorship
author rank in publication: 30
linked author: Metaxas, Dimitris
linked information resource: Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.

Authorship 1758
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: SequenceMorph: A Unified Unsupervised Learning Framework for Motion Tracking on Cardiac Image Sequences.

Authorship 1759
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Editorial for special issue on explainable and generalizable deep learning methods for medical image computing.

Authorship 1760
type: Authorship
author rank in publication: 8
linked author: Metaxas, Dimitris
linked information resource: WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image.

Authorship 1761
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: Modality Bank: Learn multi-modality images across data centers without sharing medical data.

Authorship 1762
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: Visualization and Analysis of Multidimensional Cardiovascular Magnetic Resonance Imaging: Challenges and Opportunities.

Authorship 1763
type: Authorship
author rank in publication: 8
linked author: Metaxas, Dimitris
linked information resource: Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency.

Authorship 1764
type: Authorship
author rank in publication: 37
linked author: Metaxas, Dimitris
linked information resource: DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system.

Authorship 1765
type: Authorship
author rank in publication: 11
linked author: Metaxas, Dimitris
linked information resource: Quantifying the cell morphology and predicting biological behavior of signet ring cell carcinoma using deep learning.

Authorship 1766
type: Authorship
author rank in publication: 7
linked author: Metaxas, Dimitris
linked information resource: SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching.

Authorship 1767
type: Authorship
author rank in publication: 8
linked author: Metaxas, Dimitris
linked information resource: Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis From Lung CT Scans With Multi-Scale Guided Dense Attention.

Authorship 1768
type: Authorship
author rank in publication: 8
linked author: Metaxas, Dimitris
linked information resource: Genetic mutation and biological pathway prediction based on whole slide images in breast carcinoma using deep learning.

Authorship 1769
type: Authorship
author rank in publication: 8
linked author: Metaxas, Dimitris
linked information resource: Training of computational algorithms to predict NAFLD activity score and fibrosis stage from liver histopathology slides.

Authorship 1770
type: Authorship
author rank in publication: 10
linked author: Metaxas, Dimitris
linked information resource: Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images.

Authorship 1771
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: Multi-Stage Feature Fusion Network for Video Super-Resolution.

Authorship 1772
type: Authorship
author rank in publication: 9
linked author: Metaxas, Dimitris
linked information resource: Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning.

Authorship 1773
type: Authorship
author rank in publication: 9
linked author: Metaxas, Dimitris
linked information resource: Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo Label Assessment for Whole Heart Segmentation.

Authorship 1774
type: Authorship
author rank in publication: 2
linked author: Metaxas, Dimitris
linked information resource: Greedy auto-augmentation for n-shot learning using deep neural networks.

Authorship 1775
type: Authorship
author rank in publication: 7
linked author: Metaxas, Dimitris
linked information resource: Dynamic MRI reconstruction with end-to-end motion-guided network.

Authorship 1776
type: Authorship
author rank in publication: 8
linked author: Metaxas, Dimitris
linked information resource: FocusNetv2: Imbalanced large and small organ segmentation with adversarial shape constraint for head and neck CT images.

Authorship 1777
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: Neutrophil to lymphocyte ratio as a predictive biomarker for computed tomography scan use in mild traumatic brain injury.

Authorship 1778
type: Authorship
author rank in publication: 10
linked author: Metaxas, Dimitris
linked information resource: Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images.

Authorship 1779
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: Sparse Data-Driven Learning for Effective and Efficient Biomedical Image Segmentation.

Authorship 1780
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: Attentive neural cell instance segmentation.

Authorship 1781
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Towards Efficient U-Nets: A Coupled and Quantized Approach.

Authorship 1782
type: Authorship
author rank in publication: 7
linked author: Metaxas, Dimitris
linked information resource: StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks.

Authorship 1783
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: A computer vision based method for 3D posture estimation of symmetrical lifting.

Authorship 1784
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: 3D Motion Modeling and Reconstruction of Left Ventricle Wall in Cardiac MRI.

Authorship 1785
type: Authorship
author rank in publication: 7
linked author: Metaxas, Dimitris
linked information resource: eCurves: A Temporal Shape Encoding.

Authorship 1786
type: Authorship
author rank in publication: 2
linked author: Metaxas, Dimitris
linked information resource: Interactive Exploration for Continuously Expanding Neuron Databases.

Authorship 1787
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Using a marker-less method for estimating L5/S1 moments during symmetrical lifting.

Authorship 1788
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Scalable histopathological image analysis via supervised hashing with multiple features.

Authorship 1789
type: Authorship
author rank in publication: 2
linked author: Metaxas, Dimitris
linked information resource: Large-Scale medical image analytics: Recent methodologies, applications and Future directions.

Authorship 1790
type: Authorship
author rank in publication: 7
linked author: Metaxas, Dimitris
linked information resource: Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition.

Authorship 1791
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Mouse Social Interaction Test (MoST): a quantitative computer automated analysis of behavior.

Authorship 1792
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model.

Authorship 1793
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: Comparison of windowing effects on elastography images: Simulation, phantom and in vivo studies.

Authorship 1794
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Query Specific Rank Fusion for Image Retrieval.

Authorship 1795
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: Bodypart Recognition Using Multi-stage Deep Learning.

Authorship 1796
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: Sparsity techniques in medical imaging.

Authorship 1797
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: An efficient conditional random field approach for automatic and interactive neuron segmentation.

Authorship 1798
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Tagged MRI based cardiac motion modeling and toxicity evaluation in breast cancer radiotherapy.

Authorship 1799
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: Mode Estimation for High Dimensional Discrete Tree Graphical Models.

Authorship 1800
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning.

Authorship 1801
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Computer-aided diagnosis of mammographic masses using scalable image retrieval.

Authorship 1802
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: Optree: a learning-based adaptive watershed algorithm for neuron segmentation.

Authorship 1803
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Scalable histopathological image analysis via active learning.

Authorship 1804
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Learning Multiscale Active Facial Patches for Expression Analysis.

Authorship 1805
type: Authorship
author rank in publication: 7
linked author: Metaxas, Dimitris
linked information resource: Meshless deformable models for 3D cardiac motion and strain analysis from tagged MRI.

Authorship 1806
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: On continuous user authentication via typing behavior.

Authorship 1807
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: CeleST: computer vision software for quantitative analysis of C. elegans swim behavior reveals novel features of locomotion.

Authorship 1808
type: Authorship
author rank in publication: 9
linked author: Metaxas, Dimitris
linked information resource: Is interactional dissynchrony a clue to deception? Insights from automated analysis of nonverbal visual cues.

Authorship 1809
type: Authorship
author rank in publication: 8
linked author: Metaxas, Dimitris
linked information resource: Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials.

Authorship 1810
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Deformable models with sparsity constraints for cardiac motion analysis.

Authorship 1811
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: AUTO-ENCODING OF DISCRIMINATING MORPHOMETRY FROM CARDIAC MRI.

Authorship 1812
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: Collaborative multi organ segmentation by integrating deformable and graphical models.

Authorship 1813
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas.

Authorship 1814
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: Give spontaneity and self-discovery a chance in ASD: spontaneous peripheral limb variability as a proxy to evoke centrally driven intentional acts.

Authorship 1815
type: Authorship
author rank in publication: 7
linked author: Metaxas, Dimitris
linked information resource: Autism: the micro-movement perspective.

Authorship 1816
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Accurate segmentation of brain images into 34 structures combining a non-stationary adaptive statistical atlas and a multi-atlas with applications to Alzheimer's disease.

Authorship 1817
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: 3D cardiac motion reconstruction from CT data and tagged MRI.

Authorship 1818
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Shape prior modeling using sparse representation and online dictionary learning.

Authorship 1819
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Simplified labeling process for medical image segmentation.

Authorship 1820
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Temporal shape analysis via the spectral signature.

Authorship 1821
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Sparse deformable models with application to cardiac motion analysis.

Authorship 1822
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Segmenting the papillary muscles and the trabeculae from high resolution cardiac CT through restoration of topological handles.

Authorship 1823
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: Deformable segmentation via sparse representation and dictionary learning.

Authorship 1824
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: SEGMENTATION OF MYOCARDIUM USING DEFORMABLE REGIONS AND GRAPH CUTS.

Authorship 1825
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Automatic image annotation and retrieval using group sparsity.

Authorship 1826
type: Authorship
author rank in publication: 9
linked author: Metaxas, Dimitris
linked information resource: 3D segmentation of rodent brain structures using hierarchical shape priors and deformable models.

Authorship 1827
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: Using high resolution cardiac CT data to model and visualize patient-specific interactions between trabeculae and blood flow.

Authorship 1828
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Deformable segmentation via sparse shape representation.

Authorship 1829
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Towards robust and effective shape modeling: sparse shape composition.

Authorship 1830
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: Efficient MR image reconstruction for compressed MR imaging.

Authorship 1831
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: Identifying regional cardiac abnormalities from myocardial strains using nontracking-based strain estimation and spatio-temporal tensor analysis.

Authorship 1832
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: A level set method for image segmentation in the presence of intensity inhomogeneities with application to MRI.

Authorship 1833
type: Authorship
author rank in publication: 5
linked author: Metaxas, Dimitris
linked information resource: Unsupervised image categorization by hypergraph partition.

Authorship 1834
type: Authorship
author rank in publication: 2
linked author: Metaxas, Dimitris
linked information resource: Incompressible Biventricular Model Construction and Heart Segmentation of 4D Tagged MRI.

Authorship 1835
type: Authorship
author rank in publication: 6
linked author: Metaxas, Dimitris
linked information resource: Lesion-specific coronary artery calcium quantification for predicting cardiac event with multiple instance support vector machines.

Authorship 1836
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: Efficient MR image reconstruction for compressed MR imaging.

Authorship 1837
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: A component-based framework for generalized face alignment.

Authorship 1838
type: Authorship
author rank in publication: 8
linked author: Metaxas, Dimitris
linked information resource: A 3D global-to-local deformable mesh model based registration and anatomy-constrained segmentation method for image guided prostate radiotherapy.

Authorship 1839
type: Authorship
author rank in publication: 3
linked author: Metaxas, Dimitris
linked information resource: Guest editors' introduction to the special section on probabilistic graphical models.

Authorship 1840
type: Authorship
author rank in publication: 1
linked author: Metaxas, Dimitris
linked information resource: Special section on the 12th International Conference on Medical Imaging and Computer Assisted Intervention. Editorial.

Authorship 1841
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Highly sensitive size discrimination of sub-micron objects using optical Fourier processing based on two-dimensional Gabor filters.

Authorship 1842
type: Authorship
author rank in publication: 2
linked author: Metaxas, Dimitris
linked information resource: CoCRF deformable model: a geometric model driven by collaborative conditional random fields.

Authorship 1843
type: Authorship
author rank in publication: 4
linked author: Metaxas, Dimitris
linked information resource: Automated 3D motion tracking using Gabor filter bank, robust point matching, and deformable models.

The state-of-the-art in cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023.
PubMed Identifier: 39946779
author list: Lyu J, Qin C, Wang S, Wang F, Li Y, Wang Z, Guo K, Ouyang C, Tänzer M, Liu M, Sun L, Sun M, Li Q, Shi Z, Hua S, Li H, Chen Z, Zhang Z, Xin B, Metaxas DN, Yiasemis G, Teuwen J, Zhang L, Chen W, Zhao Y, Tao Q, Pang Y, Liu X, Razumov A, Dylov DV, Dou Q, Yan K, Xue Y, Du Y, Dietlmeier J, Garcia-Cabrera C, Al-Haj Hemidi Z, Vogt N, Xu Z, Zhang Y, Chu YH, Chen W, Bai W, Zhuang X, Qin J, Wu L, Yang G, Qu X, Wang H, Wang C
published in: Medical image analysis
information resource reference: The state-of-the-art in cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023. Med Image Anal. 2025 Apr; 101:103485.
journal title abbreviation: Med Image Anal
publication date: 2025-02-06T00:00:00
year: 2025
type: Academic Article
type: Article
type: Document
type: Information Resource

Editorial for Special Issue on Foundation Models for Medical Image Analysis.
PubMed Identifier: 39603969
author list: Wang X, Wang D, Li X, Rittscher J, Metaxas D, Zhang S
published in: Medical image analysis
information resource reference: Editorial for Special Issue on Foundation Models for Medical Image Analysis. Med Image Anal. 2025 Feb; 100:103389.
journal title abbreviation: Med Image Anal
publication date: 2024-11-06T00:00:00
year: 2024
type: Academic Article
type: Article
type: Document
type: Information Resource

Gloss Prior Guided Visual Feature Learning for Continuous Sign Language Recognition.
PubMed Identifier: 38814773
author list: Guo L, Xue W, Liu B, Zhang K, Yuan T, Metaxas D
published in: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
information resource reference: Gloss Prior Guided Visual Feature Learning for Continuous Sign Language Recognition. IEEE Trans Image Process. 2024; 33:3486-3495.
journal title abbreviation: IEEE Trans Image Process
publication date: 2024-06-04T00:00:00
year: 2024
type: Academic Article
type: Article
type: Document
type: Information Resource

Classification of lung cancer subtypes on CT images with synthetic pathological priors.
PubMed Identifier: 38759258
author list: Zhu W, Jin Y, Ma G, Chen G, Egger J, Zhang S, Metaxas DN
published in: Medical image analysis
information resource reference: Classification of lung cancer subtypes on CT images with synthetic pathological priors. Med Image Anal. 2024 Jul; 95:103199.
journal title abbreviation: Med Image Anal
publication date: 2024-05-09T00:00:00
year: 2024
type: Academic Article
type: Article
type: Document
type: Information Resource

Automatic Lung Cancer Subtypes Classification on CT Images with Self-generated Multi-modality Hybrid Features.
PubMed Identifier: 38083482
author list: Ma G, Jin Y, Pan J, Zhang S, Metaxas DN, Zhu W
published in: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
information resource reference: Automatic Lung Cancer Subtypes Classification on CT Images with Self-generated Multi-modality Hybrid Features. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul; 2023:1-6.
journal title abbreviation: Annu Int Conf IEEE Eng Med Biol Soc
publication date: 2023-07-01T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Domain-Adversarial Transformer Network for Multiphase Liver Tumor Segmentation.
PubMed Identifier: 38083011
author list: Ni Y, Chen G, Feng Z, Cui H, Metaxas D, Zhang S, Zhu W
published in: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
information resource reference: Domain-Adversarial Transformer Network for Multiphase Liver Tumor Segmentation. Annu Int Conf IEEE Eng Med Biol Soc. 2023 07; 2023:1-4.
journal title abbreviation: Annu Int Conf IEEE Eng Med Biol Soc
publication date: 2023-07-01T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans.
PubMed Identifier: 38082617
author list: Jana A, Maiti A, Metaxas DN
published in: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
information resource reference: A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul; 2023:1-7.
journal title abbreviation: Annu Int Conf IEEE Eng Med Biol Soc
publication date: 2023-07-01T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Publisher Correction: Mining multi-center heterogeneous medical data with distributed synthetic learning.
PubMed Identifier: 37875489
author list: Chang Q, Yan Z, Zhou M, Qu H, He X, Zhang H, Baskaran L, Al'Aref S, Li H, Zhang S, Metaxas DN
published in: Nature communications
information resource reference: Publisher Correction: Mining multi-center heterogeneous medical data with distributed synthetic learning. Nat Commun. 2023 Oct 24; 14(1):6765.
journal title abbreviation: Nat Commun
publication date: 2023-10-24T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

AVDNet: Joint coronary artery and vein segmentation with topological consistency.
PubMed Identifier: 37862866
author list: Wang W, Xia Q, Yan Z, Hu Z, Chen Y, Zheng W, Wang X, Nie S, Metaxas D, Zhang S
published in: Medical image analysis
information resource reference: AVDNet: Joint coronary artery and vein segmentation with topological consistency. Med Image Anal. 2024 Jan; 91:102999.
journal title abbreviation: Med Image Anal
publication date: 2023-10-14T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

On the challenges and perspectives of foundation models for medical image analysis.
PubMed Identifier: 37857067
author list: Zhang S, Metaxas D
published in: Medical image analysis
information resource reference: On the challenges and perspectives of foundation models for medical image analysis. Med Image Anal. 2024 Jan; 91:102996.
journal title abbreviation: Med Image Anal
publication date: 2023-10-12T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Mining multi-center heterogeneous medical data with distributed synthetic learning.
PubMed Identifier: 37679325
author list: Chang Q, Yan Z, Zhou M, Qu H, He X, Zhang H, Baskaran L, Al'Aref S, Li H, Zhang S, Metaxas DN
published in: Nature communications
information resource reference: Mining multi-center heterogeneous medical data with distributed synthetic learning. Nat Commun. 2023 Sep 07; 14(1):5510.
journal title abbreviation: Nat Commun
publication date: 2023-09-07T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation.
PubMed Identifier: 37506556
author list: Gu R, Wang G, Lu J, Zhang J, Lei W, Chen Y, Liao W, Zhang S, Li K, Metaxas DN, Zhang S
published in: Medical image analysis
information resource reference: CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation. Med Image Anal. 2023 10; 89:102904.
journal title abbreviation: Med Image Anal
publication date: 2023-07-18T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer.
PubMed Identifier: 37085533
author list: Ding K, Zhou M, Wang H, Gevaert O, Metaxas D, Zhang S
published in: Scientific data
information resource reference: A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer. Sci Data. 2023 Apr 21; 10(1):231.
journal title abbreviation: Sci Data
publication date: 2023-04-21T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
PubMed Identifier: 37067963
author list: Martin-Isla C, Campello VM, Izquierdo C, Kushibar K, Sendra-Balcells C, Gkontra P, Sojoudi A, Fulton MJ, Arega TW, Punithakumar K, Li L, Sun X, Al Khalil Y, Liu D, Jabbar S, Queiros S, Galati F, Mazher M, Gao Z, Beetz M, Tautz L, Galazis C, Varela M, Hullebrand M, Grau V, Zhuang X, Puig D, Zuluaga MA, Mohy-Ud-Din H, Metaxas D, Breeuwer M, van der Geest RJ, Noga M, Bricq S, Rentschler ME, Guala A, Petersen SE, Escalera S, Palomares JFR, Lekadir K
published in: IEEE journal of biomedical and health informatics
information resource reference: Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J Biomed Health Inform. 2023 07; 27(7):3302-3313.
journal title abbreviation: IEEE J Biomed Health Inform
publication date: 2023-06-30T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

SequenceMorph: A Unified Unsupervised Learning Framework for Motion Tracking on Cardiac Image Sequences.
PubMed Identifier: 37022840
author list: Ye M, Yang D, Huang Q, Kanski M, Axel L, Metaxas DN
published in: IEEE transactions on pattern analysis and machine intelligence
information resource reference: SequenceMorph: A Unified Unsupervised Learning Framework for Motion Tracking on Cardiac Image Sequences. IEEE Trans Pattern Anal Mach Intell. 2023 Aug; 45(8):10409-10426.
journal title abbreviation: IEEE Trans Pattern Anal Mach Intell
publication date: 2023-06-30T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Editorial for special issue on explainable and generalizable deep learning methods for medical image computing.
PubMed Identifier: 36525844
author list: Wang G, Zhang S, Huang X, Vercauteren T, Metaxas D
published in: Medical image analysis
information resource reference: Editorial for special issue on explainable and generalizable deep learning methods for medical image computing. Med Image Anal. 2023 Feb; 84:102727.
journal title abbreviation: Med Image Anal
publication date: 2022-12-08T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image.
PubMed Identifier: 36223682
author list: Luo X, Liao W, Xiao J, Chen J, Song T, Zhang X, Li K, Metaxas DN, Wang G, Zhang S
published in: Medical image analysis
information resource reference: WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image. Med Image Anal. 2022 Nov; 82:102642.
journal title abbreviation: Med Image Anal
publication date: 2022-09-30T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Modality Bank: Learn multi-modality images across data centers without sharing medical data.
PubMed Identifier: 36086601
author list: Chang Q, Qu H, Yan Z, Gao Y, Baskaran L, Metaxas D
published in: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
information resource reference: Modality Bank: Learn multi-modality images across data centers without sharing medical data. Annu Int Conf IEEE Eng Med Biol Soc. 2022 07; 2022:4758-4763.
journal title abbreviation: Annu Int Conf IEEE Eng Med Biol Soc
publication date: 2022-07-01T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Visualization and Analysis of Multidimensional Cardiovascular Magnetic Resonance Imaging: Challenges and Opportunities.
PubMed Identifier: 35859582
author list: Axel L, Phan TS, Metaxas DN
published in: Frontiers in cardiovascular medicine
information resource reference: Visualization and Analysis of Multidimensional Cardiovascular Magnetic Resonance Imaging: Challenges and Opportunities. Front Cardiovasc Med. 2022; 9:919810.
journal title abbreviation: Front Cardiovasc Med
publication date: 2022-07-04T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency.
PubMed Identifier: 35732106
author list: Luo X, Wang G, Liao W, Chen J, Song T, Chen Y, Zhang S, Metaxas DN, Zhang S
published in: Medical image analysis
information resource reference: Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency. Med Image Anal. 2022 Aug; 80:102517.
journal title abbreviation: Med Image Anal
publication date: 2022-06-15T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system.
PubMed Identifier: 35679692
author list: Da Q, Huang X, Li Z, Zuo Y, Zhang C, Liu J, Chen W, Li J, Xu D, Hu Z, Yi H, Guo Y, Wang Z, Chen L, Zhang L, He X, Zhang X, Mei K, Zhu C, Lu W, Shen L, Shi J, Li J, S S, Krishnamurthi G, Yang J, Lin T, Song Q, Liu X, Graham S, Bashir RMS, Yang C, Qin S, Tian X, Yin B, Zhao J, Metaxas DN, Li H, Wang C, Zhang S
published in: Medical image analysis
information resource reference: DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system. Med Image Anal. 2022 08; 80:102485.
journal title abbreviation: Med Image Anal
publication date: 2022-05-24T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Quantifying the cell morphology and predicting biological behavior of signet ring cell carcinoma using deep learning.
PubMed Identifier: 34997025
author list: Da Q, Deng S, Li J, Yi H, Huang X, Yang X, Yu T, Wang X, Liu J, Duan Q, Metaxas D, Wang C
published in: Scientific reports
information resource reference: Quantifying the cell morphology and predicting biological behavior of signet ring cell carcinoma using deep learning. Sci Rep. 2022 Jan 07; 12(1):183.
journal title abbreviation: Sci Rep
publication date: 2022-01-07T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching.
PubMed Identifier: 34731775
author list: Luo X, Song T, Wang G, Chen J, Chen Y, Li K, Metaxas DN, Zhang S
published in: Medical image analysis
information resource reference: SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching. Med Image Anal. 2022 01; 75:102287.
journal title abbreviation: Med Image Anal
publication date: 2021-10-22T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis From Lung CT Scans With Multi-Scale Guided Dense Attention.
PubMed Identifier: 34606451
author list: Wang G, Zhai S, Lasio G, Zhang B, Yi B, Chen S, Macvittie TJ, Metaxas D, Zhou J, Zhang S
published in: IEEE transactions on medical imaging
information resource reference: Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis From Lung CT Scans With Multi-Scale Guided Dense Attention. IEEE Trans Med Imaging. 2022 Mar; 41(3):531-542.
journal title abbreviation: IEEE Trans Med Imaging
publication date: 2022-03-02T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Genetic mutation and biological pathway prediction based on whole slide images in breast carcinoma using deep learning.
PubMed Identifier: 34556802
author list: Qu H, Zhou M, Yan Z, Wang H, Rustgi VK, Zhang S, Gevaert O, Metaxas DN
published in: NPJ precision oncology
information resource reference: Genetic mutation and biological pathway prediction based on whole slide images in breast carcinoma using deep learning. NPJ Precis Oncol. 2021 Sep 23; 5(1):87.
journal title abbreviation: NPJ Precis Oncol
publication date: 2021-09-23T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Training of computational algorithms to predict NAFLD activity score and fibrosis stage from liver histopathology slides.
PubMed Identifier: 34020377
author list: Qu H, Minacapelli CD, Tait C, Gupta K, Bhurwal A, Catalano C, Dafalla R, Metaxas D, Rustgi VK
published in: Computer methods and programs in biomedicine
information resource reference: Training of computational algorithms to predict NAFLD activity score and fibrosis stage from liver histopathology slides. Comput Methods Programs Biomed. 2021 Aug; 207:106153.
journal title abbreviation: Comput Methods Programs Biomed
publication date: 2021-05-08T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images.
PubMed Identifier: 33945472
author list: Yi J, Wu P, Tang H, Liu B, Huang Q, Qu H, Han L, Fan W, Hoeppner DJ, Metaxas DN
published in: IEEE transactions on medical imaging
information resource reference: Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images. IEEE Trans Med Imaging. 2021 Sep; 40(9):2403-2414.
journal title abbreviation: IEEE Trans Med Imaging
publication date: 2021-08-31T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Multi-Stage Feature Fusion Network for Video Super-Resolution.
PubMed Identifier: 33560986
author list: Song H, Xu W, Liu D, Liu B, Liu Q, Metaxas DN
published in: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
information resource reference: Multi-Stage Feature Fusion Network for Video Super-Resolution. IEEE Trans Image Process. 2021; 30:2923-2934.
journal title abbreviation: IEEE Trans Image Process
publication date: 2021-02-12T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning.
PubMed Identifier: 33550006
author list: Qu Y, Li X, Yan Z, Zhao L, Zhang L, Liu C, Xie S, Li K, Metaxas D, Wu W, Hao Y, Dai K, Zhang S, Tao X, Ai S
published in: Medical image analysis
information resource reference: Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning. Med Image Anal. 2021 04; 69:101954.
journal title abbreviation: Med Image Anal
publication date: 2021-01-06T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo Label Assessment for Whole Heart Segmentation.
PubMed Identifier: 33471751
author list: Wang W, Xia Q, Hu Z, Yan Z, Li Z, Wu Y, Huang N, Gao Y, Metaxas D, Zhang S
published in: IEEE transactions on medical imaging
information resource reference: Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo Label Assessment for Whole Heart Segmentation. IEEE Trans Med Imaging. 2021 10; 40(10):2629-2641.
journal title abbreviation: IEEE Trans Med Imaging
publication date: 2021-09-30T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Greedy auto-augmentation for n-shot learning using deep neural networks.
PubMed Identifier: 33360149
author list: Naghizadeh A, Metaxas DN, Liu D
published in: Neural networks : the official journal of the International Neural Network Society
information resource reference: Greedy auto-augmentation for n-shot learning using deep neural networks. Neural Netw. 2021 Mar; 135:68-77.
journal title abbreviation: Neural Netw
publication date: 2020-12-13T00:00:00
year: 2020
type: Academic Article
type: Article
type: Document
type: Information Resource

Dynamic MRI reconstruction with end-to-end motion-guided network.
PubMed Identifier: 33285480
author list: Huang Q, Xian Y, Yang D, Qu H, Yi J, Wu P, Metaxas DN
published in: Medical image analysis
information resource reference: Dynamic MRI reconstruction with end-to-end motion-guided network. Med Image Anal. 2021 02; 68:101901.
journal title abbreviation: Med Image Anal
publication date: 2020-11-13T00:00:00
year: 2020
type: Academic Article
type: Article
type: Document
type: Information Resource

FocusNetv2: Imbalanced large and small organ segmentation with adversarial shape constraint for head and neck CT images.
PubMed Identifier: 33129144
author list: Gao Y, Huang R, Yang Y, Zhang J, Shao K, Tao C, Chen Y, Metaxas DN, Li H, Chen M
published in: Medical image analysis
information resource reference: FocusNetv2: Imbalanced large and small organ segmentation with adversarial shape constraint for head and neck CT images. Med Image Anal. 2021 01; 67:101831.
journal title abbreviation: Med Image Anal
publication date: 2020-10-10T00:00:00
year: 2020
type: Academic Article
type: Article
type: Document
type: Information Resource

Neutrophil to lymphocyte ratio as a predictive biomarker for computed tomography scan use in mild traumatic brain injury.
PubMed Identifier: 32969245
author list: Alexiou GA, Lianos GD, Tzima A, Sotiropoulos A, Nasios A, Metaxas D, Zigouris A, Rn JZ, Mitsis M, Voulgaris S
published in: Biomarkers in medicine
information resource reference: Neutrophil to lymphocyte ratio as a predictive biomarker for computed tomography scan use in mild traumatic brain injury. Biomark Med. 2020 Aug; 14(12):1085-1090.
journal title abbreviation: Biomark Med
publication date: 2020-08-01T00:00:00
year: 2020
type: Academic Article
type: Article
type: Document
type: Information Resource

Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images.
PubMed Identifier: 32746112
author list: Qu H, Wu P, Huang Q, Yi J, Yan Z, Li K, Riedlinger GM, De S, Zhang S, Metaxas DN
published in: IEEE transactions on medical imaging
information resource reference: Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. IEEE Trans Med Imaging. 2020 11; 39(11):3655-3666.
journal title abbreviation: IEEE Trans Med Imaging
publication date: 2020-10-28T00:00:00
year: 2020
type: Academic Article
type: Article
type: Document
type: Information Resource

Sparse Data-Driven Learning for Effective and Efficient Biomedical Image Segmentation.
PubMed Identifier: 32169002
author list: Onofrey JA, Staib LH, Huang X, Zhang F, Papademetris X, Metaxas D, Rueckert D, Duncan JS
published in: Annual review of biomedical engineering
information resource reference: Sparse Data-Driven Learning for Effective and Efficient Biomedical Image Segmentation. Annu Rev Biomed Eng. 2020 Jun 04; 22:127-153.
journal title abbreviation: Annu Rev Biomed Eng
publication date: 2020-03-13T00:00:00
year: 2020
type: Academic Article
type: Article
type: Document
type: Information Resource

Attentive neural cell instance segmentation.
PubMed Identifier: 31103790
author list: Yi J, Wu P, Jiang M, Huang Q, Hoeppner DJ, Metaxas DN
published in: Medical image analysis
information resource reference: Attentive neural cell instance segmentation. Med Image Anal. 2019 Jul; 55:228-240.
journal title abbreviation: Med Image Anal
publication date: 2019-05-10T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Towards Efficient U-Nets: A Coupled and Quantized Approach.
PubMed Identifier: 30932829
author list: Tang Z, Peng X, Li K, Metaxas DN
published in: IEEE transactions on pattern analysis and machine intelligence
information resource reference: Towards Efficient U-Nets: A Coupled and Quantized Approach. IEEE Trans Pattern Anal Mach Intell. 2020 Aug; 42(8):2038-2050.
journal title abbreviation: IEEE Trans Pattern Anal Mach Intell
publication date: 2019-03-26T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks.
PubMed Identifier: 30010548
author list: Zhang H, Xu T, Li H, Zhang S, Wang X, Huang X, Metaxas DN
published in: IEEE transactions on pattern analysis and machine intelligence
information resource reference: StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks. IEEE Trans Pattern Anal Mach Intell. 2019 Aug; 41(8):1947-1962.
journal title abbreviation: IEEE Trans Pattern Anal Mach Intell
publication date: 2018-07-16T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

A computer vision based method for 3D posture estimation of symmetrical lifting.
PubMed Identifier: 29398001
author list: Mehrizi R, Peng X, Xu X, Zhang S, Metaxas D, Li K
published in: Journal of biomechanics
information resource reference: A computer vision based method for 3D posture estimation of symmetrical lifting. J Biomech. 2018 Mar 01; 69:40-46.
journal title abbreviation: J Biomech
publication date: 2018-01-12T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

3D Motion Modeling and Reconstruction of Left Ventricle Wall in Cardiac MRI.
PubMed Identifier: 28664198
author list: Yang D, Wu P, Tan C, Pohl KM, Axel L, Metaxas D
published in: Functional imaging and modeling of the heart : ... International Workshop, FIMH ..., proceedings. FIMH
information resource reference: 3D Motion Modeling and Reconstruction of Left Ventricle Wall in Cardiac MRI. Funct Imaging Model Heart. 2017 Jun; 10263:481-492.
journal title abbreviation: Funct Imaging Model Heart
publication date: 2017-05-23T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

eCurves: A Temporal Shape Encoding.
PubMed Identifier: 28641243
author list: Bernardis E, Zhang Y, Konukoglu E, Ou Y, Javitz HS, Axel L, Metaxas D, Desjardins B, Pohl KM
published in: IEEE transactions on bio-medical engineering
information resource reference: eCurves: A Temporal Shape Encoding. IEEE Trans Biomed Eng. 2018 Apr; 65(4):733-744.
journal title abbreviation: IEEE Trans Biomed Eng
publication date: 2017-06-16T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Interactive Exploration for Continuously Expanding Neuron Databases.
PubMed Identifier: 28219745
author list: Li Z, Metaxas DN, Lu A, Zhang S
published in: Methods (San Diego, Calif.)
information resource reference: Interactive Exploration for Continuously Expanding Neuron Databases. Methods. 2017 02 15; 115:100-109.
journal title abbreviation: Methods
publication date: 2017-02-15T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Using a marker-less method for estimating L5/S1 moments during symmetrical lifting.
PubMed Identifier: 28110917
author list: Mehrizi R, Xu X, Zhang S, Pavlovic V, Metaxas D, Li K
published in: Applied ergonomics
information resource reference: Using a marker-less method for estimating L5/S1 moments during symmetrical lifting. Appl Ergon. 2017 Nov; 65:541-550.
journal title abbreviation: Appl Ergon
publication date: 2017-01-20T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Scalable histopathological image analysis via supervised hashing with multiple features.
PubMed Identifier: 27521299
author list: Jiang M, Zhang S, Huang J, Yang L, Metaxas DN
published in: Medical image analysis
information resource reference: Scalable histopathological image analysis via supervised hashing with multiple features. Med Image Anal. 2016 Dec; 34:3-12.
journal title abbreviation: Med Image Anal
publication date: 2016-08-05T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Large-Scale medical image analytics: Recent methodologies, applications and Future directions.
PubMed Identifier: 27503077
author list: Zhang S, Metaxas D
published in: Medical image analysis
information resource reference: Large-Scale medical image analytics: Recent methodologies, applications and Future directions. Med Image Anal. 2016 10; 33:98-101.
journal title abbreviation: Med Image Anal
publication date: 2016-06-28T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition.
PubMed Identifier: 26863652
author list: Shinagawa Y, Metaxas DN
published in: IEEE transactions on medical imaging
information resource reference: Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition. IEEE Trans Med Imaging. 2016 May; 35(5):1332-1343.
journal title abbreviation: IEEE Trans Med Imaging
publication date: 2016-02-03T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Mouse Social Interaction Test (MoST): a quantitative computer automated analysis of behavior.
PubMed Identifier: 26704381
author list: Thanos PK, Restif C, O'Rourke JR, Lam CY, Metaxas D
published in: Journal of neural transmission (Vienna, Austria : 1996)
information resource reference: Mouse Social Interaction Test (MoST): a quantitative computer automated analysis of behavior. J Neural Transm (Vienna). 2017 Jan; 124(1):3-11.
journal title abbreviation: J Neural Transm (Vienna)
publication date: 2015-12-24T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model.
PubMed Identifier: 26700972
author list: Yu X, Huang J, Zhang S, Metaxas DN
published in: IEEE transactions on pattern analysis and machine intelligence
information resource reference: Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model. IEEE Trans Pattern Anal Mach Intell. 2016 Nov; 38(11):2212-2226.
journal title abbreviation: IEEE Trans Pattern Anal Mach Intell
publication date: 2015-12-17T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Comparison of windowing effects on elastography images: Simulation, phantom and in vivo studies.
PubMed Identifier: 26647169
author list: Ahmed R, Arfin R, Rubel MH, Islam KK, Jia C, Metaxas D, Garra BS, Alam SK
published in: Ultrasonics
information resource reference: Comparison of windowing effects on elastography images: Simulation, phantom and in vivo studies. Ultrasonics. 2016 Mar; 66:140-153.
journal title abbreviation: Ultrasonics
publication date: 2015-11-10T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Query Specific Rank Fusion for Image Retrieval.
PubMed Identifier: 26353295
author list: Zhang S, Yang M, Cour T, Yu K, Metaxas DN
published in: IEEE transactions on pattern analysis and machine intelligence
information resource reference: Query Specific Rank Fusion for Image Retrieval. IEEE Trans Pattern Anal Mach Intell. 2015 Apr; 37(4):803-15.
journal title abbreviation: IEEE Trans Pattern Anal Mach Intell
publication date: 2015-04-01T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Bodypart Recognition Using Multi-stage Deep Learning.
PubMed Identifier: 26221694
author list: Yan Z, Zhan Y, Peng Z, Liao S, Shinagawa Y, Metaxas DN, Zhou XS
published in: Information processing in medical imaging : proceedings of the ... conference
information resource reference: Bodypart Recognition Using Multi-stage Deep Learning. Inf Process Med Imaging. 2015; 24:449-61.
journal title abbreviation: Inf Process Med Imaging
publication date: 2015-01-01T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Sparsity techniques in medical imaging.
PubMed Identifier: 26216851
author list: Fang R, Chen T, Metaxas D, Sanelli P, Zhang S
published in: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
information resource reference: Sparsity techniques in medical imaging. Comput Med Imaging Graph. 2015 Dec; 46 Pt 1(Pt 1):1.
journal title abbreviation: Comput Med Imaging Graph
publication date: 2015-07-16T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

An efficient conditional random field approach for automatic and interactive neuron segmentation.
PubMed Identifier: 26210001
author list: Uzunbas MG, Chen C, Metaxas D
published in: Medical image analysis
information resource reference: An efficient conditional random field approach for automatic and interactive neuron segmentation. Med Image Anal. 2016 Jan; 27:31-44.
journal title abbreviation: Med Image Anal
publication date: 2015-07-08T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Tagged MRI based cardiac motion modeling and toxicity evaluation in breast cancer radiotherapy.
PubMed Identifier: 25692095
author list: Chen T, Reyhan M, Yue N, Metaxas DN, Haffty BG, Goyal S
published in: Frontiers in oncology
information resource reference: Tagged MRI based cardiac motion modeling and toxicity evaluation in breast cancer radiotherapy. Front Oncol. 2015; 5:9.
journal title abbreviation: Front Oncol
publication date: 2015-02-03T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Mode Estimation for High Dimensional Discrete Tree Graphical Models.
PubMed Identifier: 25620859
author list: Chen C, Liu H, Metaxas DN, Zhao T
published in: Advances in neural information processing systems
information resource reference: Mode Estimation for High Dimensional Discrete Tree Graphical Models. Adv Neural Inf Process Syst. 2014 Dec; 27:5533.
journal title abbreviation: Adv Neural Inf Process Syst
publication date: 2014-12-01T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning.
PubMed Identifier: 25461336
author list: Wang G, Zhang S, Xie H, Metaxas DN, Gu L
published in: Medical image analysis
information resource reference: A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning. Med Image Anal. 2015 Jan; 19(1):176-86.
journal title abbreviation: Med Image Anal
publication date: 2014-10-23T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Computer-aided diagnosis of mammographic masses using scalable image retrieval.
PubMed Identifier: 25361497
author list: Jiang M, Zhang S, Li H, Metaxas DN
published in: IEEE transactions on bio-medical engineering
information resource reference: Computer-aided diagnosis of mammographic masses using scalable image retrieval. IEEE Trans Biomed Eng. 2015 Feb; 62(2):783-92.
journal title abbreviation: IEEE Trans Biomed Eng
publication date: 2014-10-28T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Optree: a learning-based adaptive watershed algorithm for neuron segmentation.
PubMed Identifier: 25333106
author list: Uzunbas MG, Chen C, Metaxas D
published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
information resource reference: Optree: a learning-based adaptive watershed algorithm for neuron segmentation. Med Image Comput Comput Assist Interv. 2014; 17(Pt 1):97-105.
journal title abbreviation: Med Image Comput Comput Assist Interv
publication date: 2014-01-01T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Scalable histopathological image analysis via active learning.
PubMed Identifier: 25320821
author list: Zhu Y, Zhang S, Liu W, Metaxas DN
published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
information resource reference: Scalable histopathological image analysis via active learning. Med Image Comput Comput Assist Interv. 2014; 17(Pt 3):369-76.
journal title abbreviation: Med Image Comput Comput Assist Interv
publication date: 2014-01-01T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Learning Multiscale Active Facial Patches for Expression Analysis.
PubMed Identifier: 25291808
author list: Zhong L, Liu Q, Yang P, Huang J, Metaxas DN
published in: IEEE transactions on cybernetics
information resource reference: Learning Multiscale Active Facial Patches for Expression Analysis. IEEE Trans Cybern. 2015 Aug; 45(8):1499-510.
journal title abbreviation: IEEE Trans Cybern
publication date: 2014-09-29T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Meshless deformable models for 3D cardiac motion and strain analysis from tagged MRI.
PubMed Identifier: 25157446
author list: Wang X, Chen T, Zhang S, Schaerer J, Qian Z, Huh S, Metaxas D, Axel L
published in: Magnetic resonance imaging
information resource reference: Meshless deformable models for 3D cardiac motion and strain analysis from tagged MRI. Magn Reson Imaging. 2015 Jan; 33(1):146-60.
journal title abbreviation: Magn Reson Imaging
publication date: 2014-08-23T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

On continuous user authentication via typing behavior.
PubMed Identifier: 25137729
author list: Roth J, Liu X, Metaxas D
published in: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
information resource reference: On continuous user authentication via typing behavior. IEEE Trans Image Process. 2014 Oct; 23(10):4611-24.
journal title abbreviation: IEEE Trans Image Process
publication date: 2014-10-01T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

CeleST: computer vision software for quantitative analysis of C. elegans swim behavior reveals novel features of locomotion.
PubMed Identifier: 25033081
author list: Restif C, Ibáñez-Ventoso C, Vora MM, Guo S, Metaxas D, Driscoll M
published in: PLoS computational biology
information resource reference: CeleST: computer vision software for quantitative analysis of C. elegans swim behavior reveals novel features of locomotion. PLoS Comput Biol. 2014 Jul; 10(7):e1003702.
journal title abbreviation: PLoS Comput Biol
publication date: 2014-07-17T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Is interactional dissynchrony a clue to deception? Insights from automated analysis of nonverbal visual cues.
PubMed Identifier: 24988600
author list: Yu X, Zhang S, Yan Z, Yang F, Huang J, Dunbar NE, Jensen ML, Burgoon JK, Metaxas DN
published in: IEEE transactions on cybernetics
information resource reference: Is interactional dissynchrony a clue to deception? Insights from automated analysis of nonverbal visual cues. IEEE Trans Cybern. 2015 Mar; 45(3):506-20.
journal title abbreviation: IEEE Trans Cybern
publication date: 2014-06-27T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials.
PubMed Identifier: 24962337
author list: Yan Z, Zhang S, Tan C, Qin H, Belaroussi B, Yu HJ, Miller C, Metaxas DN
published in: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
information resource reference: Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials. Comput Med Imaging Graph. 2015 Apr; 41:80-92.
journal title abbreviation: Comput Med Imaging Graph
publication date: 2014-06-09T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Deformable models with sparsity constraints for cardiac motion analysis.
PubMed Identifier: 24721617
author list: Yu Y, Zhang S, Li K, Metaxas D, Axel L
published in: Medical image analysis
information resource reference: Deformable models with sparsity constraints for cardiac motion analysis. Med Image Anal. 2014 Aug; 18(6):927-37.
journal title abbreviation: Med Image Anal
publication date: 2014-03-27T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

AUTO-ENCODING OF DISCRIMINATING MORPHOMETRY FROM CARDIAC MRI.
PubMed Identifier: 28593032
author list: Ye DH, Desjardins B, Ferrari V, Metaxas D, Pohl KM
published in: Proceedings. IEEE International Symposium on Biomedical Imaging
information resource reference: AUTO-ENCODING OF DISCRIMINATING MORPHOMETRY FROM CARDIAC MRI. Proc IEEE Int Symp Biomed Imaging. 2014; 2014:217-221.
journal title abbreviation: Proc IEEE Int Symp Biomed Imaging
publication date: 2014-07-31T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Collaborative multi organ segmentation by integrating deformable and graphical models.
PubMed Identifier: 24579136
author list: Uzunbas MG, Chen C, Zhang S, Poh KM, Li K, Metaxas D
published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
information resource reference: Collaborative multi organ segmentation by integrating deformable and graphical models. Med Image Comput Comput Assist Interv. 2013; 16(Pt 2):157-64.
journal title abbreviation: Med Image Comput Comput Assist Interv
publication date: 2013-01-01T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas.
PubMed Identifier: 31723945
author list: Yan Z, Zhang S, Liu X, Metaxas DN, Montillo A, Australian Imaging Biomarkers and Lifestyle Flagship Study of Ageing
published in: Medical computer vision : large data in medical imaging : third international MICCAI workshop, MCV 2013, Nagoya, Japan, September 26, 2013 : revised selected papers. MCV (Workshop) (3rd : 2013 : Nagoya-shi, Japan)
information resource reference: Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas. Med Comput Vis (2013). 2014; 8331:65-73.
journal title abbreviation: Med Comput Vis (2013)
publication date: 2014-04-01T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Give spontaneity and self-discovery a chance in ASD: spontaneous peripheral limb variability as a proxy to evoke centrally driven intentional acts.
PubMed Identifier: 23898243
author list: Torres EB, Yanovich P, Metaxas DN
published in: Frontiers in integrative neuroscience
information resource reference: Give spontaneity and self-discovery a chance in ASD: spontaneous peripheral limb variability as a proxy to evoke centrally driven intentional acts. Front Integr Neurosci. 2013; 7:46.
journal title abbreviation: Front Integr Neurosci
publication date: 2013-07-24T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Autism: the micro-movement perspective.
PubMed Identifier: 23898241
author list: Torres EB, Brincker M, Isenhower RW, Yanovich P, Stigler KA, Nurnberger JI, Metaxas DN, José JV
published in: Frontiers in integrative neuroscience
information resource reference: Autism: the micro-movement perspective. Front Integr Neurosci. 2013; 7:32.
journal title abbreviation: Front Integr Neurosci
publication date: 2013-07-24T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Accurate segmentation of brain images into 34 structures combining a non-stationary adaptive statistical atlas and a multi-atlas with applications to Alzheimer's disease.
PubMed Identifier: 31788155
author list: Yan Z, Zhang S, Liu X, Metaxas DN, Montillo A, AIBL
published in: Proceedings. IEEE International Symposium on Biomedical Imaging
information resource reference: Accurate segmentation of brain images into 34 structures combining a non-stationary adaptive statistical atlas and a multi-atlas with applications to Alzheimer's disease. Proc IEEE Int Symp Biomed Imaging. 2013 Apr; 2013:1202-1205.
journal title abbreviation: Proc IEEE Int Symp Biomed Imaging
publication date: 2013-07-15T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

3D cardiac motion reconstruction from CT data and tagged MRI.
PubMed Identifier: 23366825
author list: Wang X, Mihalef V, Qian Z, Voros S, Metaxas D
published in: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
information resource reference: 3D cardiac motion reconstruction from CT data and tagged MRI. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:4083-6.
journal title abbreviation: Annu Int Conf IEEE Eng Med Biol Soc
publication date: 2012-01-01T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Shape prior modeling using sparse representation and online dictionary learning.
PubMed Identifier: 23286160
author list: Zhang S, Zhan Y, Zhou Y, Uzunbas M, Metaxas DN
published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
information resource reference: Shape prior modeling using sparse representation and online dictionary learning. Med Image Comput Comput Assist Interv. 2012; 15(Pt 3):435-42.
journal title abbreviation: Med Image Comput Comput Assist Interv
publication date: 2012-01-01T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Simplified labeling process for medical image segmentation.
PubMed Identifier: 23286072
author list: Gao M, Huang J, Huang X, Zhang S, Metaxas DN
published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
information resource reference: Simplified labeling process for medical image segmentation. Med Image Comput Comput Assist Interv. 2012; 15(Pt 2):387-94.
journal title abbreviation: Med Image Comput Comput Assist Interv
publication date: 2012-01-01T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Temporal shape analysis via the spectral signature.
PubMed Identifier: 23286031
author list: Bernardis E, Konukoglu E, Ou Y, Metaxas DN, Desjardins B, Pohl KM
published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
information resource reference: Temporal shape analysis via the spectral signature. Med Image Comput Comput Assist Interv. 2012; 15(Pt 2):49-56.
journal title abbreviation: Med Image Comput Comput Assist Interv
publication date: 2012-01-01T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Sparse deformable models with application to cardiac motion analysis.
PubMed Identifier: 24683970
author list: Yu Y, Zhang S, Huang J, Metaxas D, Axel L
published in: Information processing in medical imaging : proceedings of the ... conference
information resource reference: Sparse deformable models with application to cardiac motion analysis. Inf Process Med Imaging. 2013; 23:208-19.
journal title abbreviation: Inf Process Med Imaging
publication date: 2013-01-01T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Segmenting the papillary muscles and the trabeculae from high resolution cardiac CT through restoration of topological handles.
PubMed Identifier: 24683968
author list: Gao M, Chen C, Zhang S, Qian Z, Metaxas D, Axel L
published in: Information processing in medical imaging : proceedings of the ... conference
information resource reference: Segmenting the papillary muscles and the trabeculae from high resolution cardiac CT through restoration of topological handles. Inf Process Med Imaging. 2013; 23:184-95.
journal title abbreviation: Inf Process Med Imaging
publication date: 2013-01-01T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Deformable segmentation via sparse representation and dictionary learning.
PubMed Identifier: 22959839
author list: Zhang S, Zhan Y, Metaxas DN
published in: Medical image analysis
information resource reference: Deformable segmentation via sparse representation and dictionary learning. Med Image Anal. 2012 Oct; 16(7):1385-96.
journal title abbreviation: Med Image Anal
publication date: 2012-08-23T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

SEGMENTATION OF MYOCARDIUM USING DEFORMABLE REGIONS AND GRAPH CUTS.
PubMed Identifier: 28603583
author list: Uzunbas MG, Zhang S, Pohl KM, Metaxas D, Axel L
published in: Proceedings. IEEE International Symposium on Biomedical Imaging
information resource reference: SEGMENTATION OF MYOCARDIUM USING DEFORMABLE REGIONS AND GRAPH CUTS. Proc IEEE Int Symp Biomed Imaging. 2012 May; 2012:254-257.
journal title abbreviation: Proc IEEE Int Symp Biomed Imaging
publication date: 2012-07-12T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Automatic image annotation and retrieval using group sparsity.
PubMed Identifier: 22249744
author list: Zhang S, Huang J, Li H, Metaxas DN
published in: IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society
information resource reference: Automatic image annotation and retrieval using group sparsity. IEEE Trans Syst Man Cybern B Cybern. 2012 Jun; 42(3):838-49.
journal title abbreviation: IEEE Trans Syst Man Cybern B Cybern
publication date: 2012-01-10T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

3D segmentation of rodent brain structures using hierarchical shape priors and deformable models.
PubMed Identifier: 22003750
author list: Zhang S, Huang J, Uzunbas M, Shen T, Delis F, Huang X, Volkow N, Thanos P, Metaxas DN
published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
information resource reference: 3D segmentation of rodent brain structures using hierarchical shape priors and deformable models. Med Image Comput Comput Assist Interv. 2011; 14(Pt 3):611-8.
journal title abbreviation: Med Image Comput Comput Assist Interv
publication date: 2011-01-01T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Using high resolution cardiac CT data to model and visualize patient-specific interactions between trabeculae and blood flow.
PubMed Identifier: 22003651
author list: Kulp S, Gao M, Zhang S, Qian Z, Voros S, Metaxas D, Axel L
published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
information resource reference: Using high resolution cardiac CT data to model and visualize patient-specific interactions between trabeculae and blood flow. Med Image Comput Comput Assist Interv. 2011; 14(Pt 1):468-75.
journal title abbreviation: Med Image Comput Comput Assist Interv
publication date: 2011-01-01T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Deformable segmentation via sparse shape representation.
PubMed Identifier: 21995060
author list: Zhang S, Zhan Y, Dewan M, Huang J, Metaxas DN, Zhou XS
published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
information resource reference: Deformable segmentation via sparse shape representation. Med Image Comput Comput Assist Interv. 2011; 14(Pt 2):451-8.
journal title abbreviation: Med Image Comput Comput Assist Interv
publication date: 2011-01-01T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Towards robust and effective shape modeling: sparse shape composition.
PubMed Identifier: 21963296
author list: Zhang S, Zhan Y, Dewan M, Huang J, Metaxas DN, Zhou XS
published in: Medical image analysis
information resource reference: Towards robust and effective shape modeling: sparse shape composition. Med Image Anal. 2012 Jan; 16(1):265-77.
journal title abbreviation: Med Image Anal
publication date: 2011-09-05T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Efficient MR image reconstruction for compressed MR imaging.
PubMed Identifier: 21742542
author list: Huang J, Zhang S, Metaxas D
published in: Medical image analysis
information resource reference: Efficient MR image reconstruction for compressed MR imaging. Med Image Anal. 2011 Oct; 15(5):670-9.
journal title abbreviation: Med Image Anal
publication date: 2011-06-24T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Identifying regional cardiac abnormalities from myocardial strains using nontracking-based strain estimation and spatio-temporal tensor analysis.
PubMed Identifier: 21606022
author list: Qian Z, Liu Q, Metaxas DN, Axel L
published in: IEEE transactions on medical imaging
information resource reference: Identifying regional cardiac abnormalities from myocardial strains using nontracking-based strain estimation and spatio-temporal tensor analysis. IEEE Trans Med Imaging. 2011 Dec; 30(12):2017-29.
journal title abbreviation: IEEE Trans Med Imaging
publication date: 2011-05-19T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

A level set method for image segmentation in the presence of intensity inhomogeneities with application to MRI.
PubMed Identifier: 21518662
author list: Li C, Huang R, Ding Z, Gatenby JC, Metaxas DN, Gore JC
published in: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
information resource reference: A level set method for image segmentation in the presence of intensity inhomogeneities with application to MRI. IEEE Trans Image Process. 2011 Jul; 20(7):2007-16.
journal title abbreviation: IEEE Trans Image Process
publication date: 2011-04-21T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Unsupervised image categorization by hypergraph partition.
PubMed Identifier: 21282850
author list: Huang Y, Liu Q, Lv F, Gong Y, Metaxas DN
published in: IEEE transactions on pattern analysis and machine intelligence
information resource reference: Unsupervised image categorization by hypergraph partition. IEEE Trans Pattern Anal Mach Intell. 2011 Jun; 33(6):1266-73.
journal title abbreviation: IEEE Trans Pattern Anal Mach Intell
publication date: 2011-06-01T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Incompressible Biventricular Model Construction and Heart Segmentation of 4D Tagged MRI.
PubMed Identifier: 31742255
author list: Montillo A, Metaxas D, Axel L
published in: Computational biomechanics for medicine. Soft tissues and the musculoskeletal system
information resource reference: Incompressible Biventricular Model Construction and Heart Segmentation of 4D Tagged MRI. Comput Biomech Med Soft Tiss Musculoskelet Syst. 2011; 2011:143-155.
journal title abbreviation: Comput Biomech Med Soft Tiss Musculoskelet Syst
publication date: 2011-05-04T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Lesion-specific coronary artery calcium quantification for predicting cardiac event with multiple instance support vector machines.
PubMed Identifier: 20879266
author list: Liu Q, Qian Z, Marvasty I, Rinehart S, Voros S, Metaxas DN
published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
information resource reference: Lesion-specific coronary artery calcium quantification for predicting cardiac event with multiple instance support vector machines. Med Image Comput Comput Assist Interv. 2010; 13(Pt 1):484-92.
journal title abbreviation: Med Image Comput Comput Assist Interv
publication date: 2010-01-01T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Efficient MR image reconstruction for compressed MR imaging.
PubMed Identifier: 20879224
author list: Huang J, Zhang S, Metaxas D
published in: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
information resource reference: Efficient MR image reconstruction for compressed MR imaging. Med Image Comput Comput Assist Interv. 2010; 13(Pt 1):135-42.
journal title abbreviation: Med Image Comput Comput Assist Interv
publication date: 2010-01-01T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

A component-based framework for generalized face alignment.
PubMed Identifier: 20656659
author list: Huang Y, Liu Q, Metaxas DN
published in: IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society
information resource reference: A component-based framework for generalized face alignment. IEEE Trans Syst Man Cybern B Cybern. 2011 Feb; 41(1):287-98.
journal title abbreviation: IEEE Trans Syst Man Cybern B Cybern
publication date: 2010-07-23T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

A 3D global-to-local deformable mesh model based registration and anatomy-constrained segmentation method for image guided prostate radiotherapy.
PubMed Identifier: 20384267
author list: Zhou J, Kim S, Jabbour S, Goyal S, Haffty B, Chen T, Levinson L, Metaxas D, Yue NJ
published in: Medical physics
information resource reference: A 3D global-to-local deformable mesh model based registration and anatomy-constrained segmentation method for image guided prostate radiotherapy. Med Phys. 2010 Mar; 37(3):1298-308.
journal title abbreviation: Med Phys
publication date: 2010-03-01T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Guest editors' introduction to the special section on probabilistic graphical models.
PubMed Identifier: 19757542
author list: Ji Q, Luo J, Metaxas D, Torralba A, Huang TS, Sudderth EB
published in: IEEE transactions on pattern analysis and machine intelligence
information resource reference: Guest editors' introduction to the special section on probabilistic graphical models. IEEE Trans Pattern Anal Mach Intell. 2009 Oct; 31(10):1729-32.
journal title abbreviation: IEEE Trans Pattern Anal Mach Intell
publication date: 2009-10-01T00:00:00
year: 2009
type: Academic Article
type: Article
type: Document
type: Information Resource

Special section on the 12th International Conference on Medical Imaging and Computer Assisted Intervention. Editorial.
PubMed Identifier: 19700141
author list: Metaxas DN, Axel L
published in: Medical image analysis
information resource reference: Special section on the 12th International Conference on Medical Imaging and Computer Assisted Intervention. Editorial. Med Image Anal. 2009 Oct; 13(5):771-2.
journal title abbreviation: Med Image Anal
publication date: 2009-10-01T00:00:00
year: 2009
type: Academic Article
type: Article
type: Document
type: Information Resource

Highly sensitive size discrimination of sub-micron objects using optical Fourier processing based on two-dimensional Gabor filters.
PubMed Identifier: 19582115
author list: Pasternack RM, Qian Z, Zheng JY, Metaxas DN, Boustany NN
published in: Optics express
information resource reference: Highly sensitive size discrimination of sub-micron objects using optical Fourier processing based on two-dimensional Gabor filters. Opt Express. 2009 Jul 06; 17(14):12001-12.
journal title abbreviation: Opt Express
publication date: 2009-07-06T00:00:00
year: 2009
type: Academic Article
type: Article
type: Document
type: Information Resource

CoCRF deformable model: a geometric model driven by collaborative conditional random fields.
PubMed Identifier: 19574164
author list: Tsechpenakis G, Metaxas D
published in: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
information resource reference: CoCRF deformable model: a geometric model driven by collaborative conditional random fields. IEEE Trans Image Process. 2009 Oct; 18(10):2316-29.
journal title abbreviation: IEEE Trans Image Process
publication date: 2009-06-30T00:00:00
year: 2009
type: Academic Article
type: Article
type: Document
type: Information Resource

Automated 3D motion tracking using Gabor filter bank, robust point matching, and deformable models.
PubMed Identifier: 19369149
author list: Chen T, Wang X, Chung S, Metaxas D, Axel L
published in: IEEE transactions on medical imaging
information resource reference: Automated 3D motion tracking using Gabor filter bank, robust point matching, and deformable models. IEEE Trans Med Imaging. 2010 Jan; 29(1):1-11.
journal title abbreviation: IEEE Trans Med Imaging
publication date: 2009-04-14T00:00:00
year: 2009
type: Academic Article
type: Article
type: Document
type: Information Resource

Pattern Recognition, Automated
MeSH DescriptorUI: D010363
MeSH semantic group name: Physiology
number of authors: 19
number of publications: 63
uniqueness weight: 0.930179
type: Concept

University of Houston
type: Organization

Artificial Intelligence
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MeSH semantic group name: Activities & Behaviors
MeSH semantic group name: Objects
MeSH semantic group name: Occupations
number of authors: 18
number of publications: 57
uniqueness weight: 0.921968
type: Concept

Director
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position in division: AccelNet
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type: Position
HR job title: Director
position in organization: Rutgers University

Professor
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position in department: AccelNet
position in division: AccelNet
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type: Position
HR job title: Professor
position in organization: University of Houston

Chief Science Officer
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position in division: AccelNet
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type: Position
HR job title: Chief Science Officer
position in organization: EBRAINS

Professor
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HR job title: Professor
position in organization: University of Houston

Professor
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HR job title: Professor
position in organization: University of Houston

Professor
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HR job title: Professor
position in organization: University of Houston

Image Interpretation, Computer-Assisted
MeSH DescriptorUI: D007090
MeSH semantic group name: Procedures
number of authors: 18
number of publications: 62
uniqueness weight: 0.931731
type: Concept

Image Processing, Computer-Assisted
MeSH DescriptorUI: D007091
MeSH semantic group name: Activities & Behaviors
number of authors: 50
number of publications: 115
uniqueness weight: 0.904508
type: Concept