Dimitris Metaxas to Humans
This is a "connection" page, showing publications Dimitris Metaxas has written about Humans.
Connection Strength
1.714
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Classification of lung cancer subtypes on CT images with synthetic pathological priors. Med Image Anal. 2024 Jul; 95:103199.
Score: 0.089
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On the challenges and perspectives of foundation models for medical image analysis. Med Image Anal. 2024 Jan; 91:102996.
Score: 0.085
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Mining multi-center heterogeneous medical data with distributed synthetic learning. Nat Commun. 2023 Sep 07; 14(1):5510.
Score: 0.085
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Editorial for special issue on explainable and generalizable deep learning methods for medical image computing. Med Image Anal. 2023 Feb; 84:102727.
Score: 0.080
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Dynamic MRI reconstruction with end-to-end motion-guided network. Med Image Anal. 2021 02; 68:101901.
Score: 0.070
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Scalable histopathological image analysis via supervised hashing with multiple features. Med Image Anal. 2016 Dec; 34:3-12.
Score: 0.052
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Large-Scale medical image analytics: Recent methodologies, applications and Future directions. Med Image Anal. 2016 10; 33:98-101.
Score: 0.051
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Computer-aided diagnosis of mammographic masses using scalable image retrieval. IEEE Trans Biomed Eng. 2015 Feb; 62(2):783-92.
Score: 0.046
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On continuous user authentication via typing behavior. IEEE Trans Image Process. 2014 Oct; 23(10):4611-24.
Score: 0.046
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Learning Multiscale Active Facial Patches for Expression Analysis. IEEE Trans Cybern. 2015 Aug; 45(8):1499-510.
Score: 0.046
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Is interactional dissynchrony a clue to deception? Insights from automated analysis of nonverbal visual cues. IEEE Trans Cybern. 2015 Mar; 45(3):506-20.
Score: 0.045
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Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials. Comput Med Imaging Graph. 2015 Apr; 41:80-92.
Score: 0.045
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Scalable histopathological image analysis via active learning. Med Image Comput Comput Assist Interv. 2014; 17(Pt 3):369-76.
Score: 0.043
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Optree: a learning-based adaptive watershed algorithm for neuron segmentation. Med Image Comput Comput Assist Interv. 2014; 17(Pt 1):97-105.
Score: 0.043
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Collaborative multi organ segmentation by integrating deformable and graphical models. Med Image Comput Comput Assist Interv. 2013; 16(Pt 2):157-64.
Score: 0.040
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Deformable segmentation via sparse representation and dictionary learning. Med Image Anal. 2012 Oct; 16(7):1385-96.
Score: 0.039
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Simplified labeling process for medical image segmentation. Med Image Comput Comput Assist Interv. 2012; 15(Pt 2):387-94.
Score: 0.038
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Shape prior modeling using sparse representation and online dictionary learning. Med Image Comput Comput Assist Interv. 2012; 15(Pt 3):435-42.
Score: 0.038
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3D cardiac motion reconstruction from CT data and tagged MRI. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:4083-6.
Score: 0.038
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Efficient MR image reconstruction for compressed MR imaging. Med Image Anal. 2011 Oct; 15(5):670-9.
Score: 0.036
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Unsupervised image categorization by hypergraph partition. IEEE Trans Pattern Anal Mach Intell. 2011 Jun; 33(6):1266-73.
Score: 0.036
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A component-based framework for generalized face alignment. IEEE Trans Syst Man Cybern B Cybern. 2011 Feb; 41(1):287-98.
Score: 0.034
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Efficient MR image reconstruction for compressed MR imaging. Med Image Comput Comput Assist Interv. 2010; 13(Pt 1):135-42.
Score: 0.033
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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.
Score: 0.033
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The state-of-the-art in cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023. Med Image Anal. 2025 Apr; 101:103485.
Score: 0.023
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AVDNet: Joint coronary artery and vein segmentation with topological consistency. Med Image Anal. 2024 Jan; 91:102999.
Score: 0.021
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CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation. Med Image Anal. 2023 10; 89:102904.
Score: 0.021
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Domain-Adversarial Transformer Network for Multiphase Liver Tumor Segmentation. Annu Int Conf IEEE Eng Med Biol Soc. 2023 07; 2023:1-4.
Score: 0.021
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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.
Score: 0.021
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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.
Score: 0.021
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A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer. Sci Data. 2023 Apr 21; 10(1):231.
Score: 0.021
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WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image. Med Image Anal. 2022 Nov; 82:102642.
Score: 0.020
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Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency. Med Image Anal. 2022 Aug; 80:102517.
Score: 0.019
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DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system. Med Image Anal. 2022 08; 80:102485.
Score: 0.019
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Quantifying the cell morphology and predicting biological behavior of signet ring cell carcinoma using deep learning. Sci Rep. 2022 Jan 07; 12(1):183.
Score: 0.019
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SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching. Med Image Anal. 2022 01; 75:102287.
Score: 0.019
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Training of computational algorithms to predict NAFLD activity score and fibrosis stage from liver histopathology slides. Comput Methods Programs Biomed. 2021 Aug; 207:106153.
Score: 0.018
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Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning. Med Image Anal. 2021 04; 69:101954.
Score: 0.018
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Greedy auto-augmentation for n-shot learning using deep neural networks. Neural Netw. 2021 Mar; 135:68-77.
Score: 0.018
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FocusNetv2: Imbalanced large and small organ segmentation with adversarial shape constraint for head and neck CT images. Med Image Anal. 2021 01; 67:101831.
Score: 0.017
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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.
Score: 0.017
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Sparse Data-Driven Learning for Effective and Efficient Biomedical Image Segmentation. Annu Rev Biomed Eng. 2020 Jun 04; 22:127-153.
Score: 0.017
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A computer vision based method for 3D posture estimation of symmetrical lifting. J Biomech. 2018 Mar 01; 69:40-46.
Score: 0.014
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eCurves: A Temporal Shape Encoding. IEEE Trans Biomed Eng. 2018 Apr; 65(4):733-744.
Score: 0.014
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Interactive Exploration for Continuously Expanding Neuron Databases. Methods. 2017 02 15; 115:100-109.
Score: 0.013
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Using a marker-less method for estimating L5/S1 moments during symmetrical lifting. Appl Ergon. 2017 Nov; 65:541-550.
Score: 0.013
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Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition. IEEE Trans Med Imaging. 2016 May; 35(5):1332-1343.
Score: 0.012
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Sparsity techniques in medical imaging. Comput Med Imaging Graph. 2015 Dec; 46 Pt 1(Pt 1):1.
Score: 0.012
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Bodypart Recognition Using Multi-stage Deep Learning. Inf Process Med Imaging. 2015; 24:449-61.
Score: 0.012
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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.
Score: 0.011
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Meshless deformable models for 3D cardiac motion and strain analysis from tagged MRI. Magn Reson Imaging. 2015 Jan; 33(1):146-60.
Score: 0.011
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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.
Score: 0.010
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Temporal shape analysis via the spectral signature. Med Image Comput Comput Assist Interv. 2012; 15(Pt 2):49-56.
Score: 0.009
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Towards robust and effective shape modeling: sparse shape composition. Med Image Anal. 2012 Jan; 16(1):265-77.
Score: 0.009
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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.
Score: 0.009
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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.
Score: 0.009
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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.
Score: 0.008
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Automated 3D motion tracking using Gabor filter bank, robust point matching, and deformable models. IEEE Trans Med Imaging. 2010 Jan; 29(1):1-11.
Score: 0.008