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Dimitris Metaxas

TitleDirector
InstitutionRutgers University
DepartmentAccelNet
AddressNew Brunswick
New Jersey 77004
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. 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. The state-of-the-art in cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023. Med Image Anal. 2025 Apr; 101:103485. PMID: 39946779.
      Citations:    Fields:    
    2. Wang X, Wang D, Li X, Rittscher J, Metaxas D, Zhang S. Editorial for Special Issue on Foundation Models for Medical Image Analysis. Med Image Anal. 2025 Feb; 100:103389. PMID: 39603969.
      Citations:    Fields:    
    3. Guo L, Xue W, Liu B, Zhang K, Yuan T, Metaxas D. Gloss Prior Guided Visual Feature Learning for Continuous Sign Language Recognition. IEEE Trans Image Process. 2024; 33:3486-3495. PMID: 38814773.
      Citations:    Fields:    
    4. Zhu W, Jin Y, Ma G, Chen G, Egger J, Zhang S, Metaxas DN. Classification of lung cancer subtypes on CT images with synthetic pathological priors. Med Image Anal. 2024 Jul; 95:103199. PMID: 38759258.
      Citations:    Fields:    Translation:Humans
    5. Chang Q, Yan Z, Zhou M, Qu H, He X, Zhang H, Baskaran L, Al'Aref S, Li H, Zhang S, Metaxas DN. Publisher Correction: Mining multi-center heterogeneous medical data with distributed synthetic learning. Nat Commun. 2023 Oct 24; 14(1):6765. PMID: 37875489; PMCID: PMC10598072.
      Citations:    Fields:    
    6. Wang W, Xia Q, Yan Z, Hu Z, Chen Y, Zheng W, Wang X, Nie S, Metaxas D, Zhang S. AVDNet: Joint coronary artery and vein segmentation with topological consistency. Med Image Anal. 2024 Jan; 91:102999. PMID: 37862866.
      Citations: 2     Fields:    Translation:Humans
    7. Zhang S, Metaxas D. On the challenges and perspectives of foundation models for medical image analysis. Med Image Anal. 2024 Jan; 91:102996. PMID: 37857067.
      Citations: 7     Fields:    Translation:Humans
    8. Chang Q, Yan Z, Zhou M, Qu H, He X, Zhang H, Baskaran L, Al'Aref S, Li H, Zhang S, Metaxas DN. Mining multi-center heterogeneous medical data with distributed synthetic learning. Nat Commun. 2023 Sep 07; 14(1):5510. PMID: 37679325; PMCID: PMC10484909.
      Citations: 5     Fields:    Translation:HumansCells
    9. Gu R, Wang G, Lu J, Zhang J, Lei W, Chen Y, Liao W, Zhang S, Li K, Metaxas DN, Zhang S. CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation. Med Image Anal. 2023 10; 89:102904. PMID: 37506556.
      Citations: 1     Fields:    Translation:Humans
    10. Ma G, Jin Y, Pan J, Zhang S, Metaxas DN, Zhu W. 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. PMID: 38083482.
      Citations:    Fields:    Translation:Humans
    11. Ni Y, Chen G, Feng Z, Cui H, Metaxas D, Zhang S, Zhu W. Domain-Adversarial Transformer Network for Multiphase Liver Tumor Segmentation. Annu Int Conf IEEE Eng Med Biol Soc. 2023 07; 2023:1-4. PMID: 38083011.
      Citations:    Fields:    Translation:Humans
    12. Jana A, Maiti A, Metaxas DN. 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. PMID: 38082617.
      Citations: 1     Fields:    
    13. 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. 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. PMID: 37067963.
      Citations: 6     Fields:    Translation:Humans
    14. Ye M, Yang D, Huang Q, Kanski M, Axel L, Metaxas DN. 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. PMID: 37022840.
      Citations: 1     Fields:    
    15. Ding K, Zhou M, Wang H, Gevaert O, Metaxas D, Zhang S. A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer. Sci Data. 2023 Apr 21; 10(1):231. PMID: 37085533; PMCID: PMC10121551.
      Citations: 9     Fields:    Translation:Humans
    16. Wang G, Zhang S, Huang X, Vercauteren T, Metaxas D. Editorial for special issue on explainable and generalizable deep learning methods for medical image computing. Med Image Anal. 2023 Feb; 84:102727. PMID: 36525844.
      Citations:    Fields:    Translation:Humans
    17. Luo X, Liao W, Xiao J, Chen J, Song T, Zhang X, Li K, Metaxas DN, Wang G, Zhang S. WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image. Med Image Anal. 2022 Nov; 82:102642. PMID: 36223682.
      Citations: 10     Fields:    Translation:Humans
    18. Axel L, Phan TS, Metaxas DN. Visualization and Analysis of Multidimensional Cardiovascular Magnetic Resonance Imaging: Challenges and Opportunities. Front Cardiovasc Med. 2022; 9:919810. PMID: 35859582; PMCID: PMC9289269.
      Citations:    
    19. Chang Q, Qu H, Yan Z, Gao Y, Baskaran L, Metaxas D. 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. PMID: 36086601.
      Citations:    Fields:    
    20. Luo X, Wang G, Liao W, Chen J, Song T, Chen Y, Zhang S, Metaxas DN, Zhang S. Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency. Med Image Anal. 2022 Aug; 80:102517. PMID: 35732106.
      Citations: 12     Fields:    Translation:Humans
    21. 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. DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system. Med Image Anal. 2022 08; 80:102485. PMID: 35679692.
      Citations: 12     Fields:    Translation:Humans
    22. Wang G, Zhai S, Lasio G, Zhang B, Yi B, Chen S, Macvittie TJ, Metaxas D, Zhou J, Zhang S. 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. PMID: 34606451; PMCID: PMC9271367.
      Citations: 5     Fields:    Translation:Animals
    23. Da Q, Deng S, Li J, Yi H, Huang X, Yang X, Yu T, Wang X, Liu J, Duan Q, Metaxas D, Wang C. Quantifying the cell morphology and predicting biological behavior of signet ring cell carcinoma using deep learning. Sci Rep. 2022 Jan 07; 12(1):183. PMID: 34997025; PMCID: PMC8741938.
      Citations: 4     Fields:    Translation:Humans
    24. Luo X, Song T, Wang G, Chen J, Chen Y, Li K, Metaxas DN, Zhang S. SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching. Med Image Anal. 2022 01; 75:102287. PMID: 34731775.
      Citations: 19     Fields:    Translation:Humans
    25. Wang W, Xia Q, Hu Z, Yan Z, Li Z, Wu Y, Huang N, Gao Y, Metaxas D, Zhang S. 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. PMID: 33471751.
      Citations: 8     Fields:    
    26. Qu H, Zhou M, Yan Z, Wang H, Rustgi VK, Zhang S, Gevaert O, Metaxas DN. 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. PMID: 34556802; PMCID: PMC8460699.
      Citations: 26     
    27. Yi J, Wu P, Tang H, Liu B, Huang Q, Qu H, Han L, Fan W, Hoeppner DJ, Metaxas DN. Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images. IEEE Trans Med Imaging. 2021 Sep; 40(9):2403-2414. PMID: 33945472.
      Citations: 1     Fields:    
    28. Qu H, Minacapelli CD, Tait C, Gupta K, Bhurwal A, Catalano C, Dafalla R, Metaxas D, Rustgi VK. Training of computational algorithms to predict NAFLD activity score and fibrosis stage from liver histopathology slides. Comput Methods Programs Biomed. 2021 Aug; 207:106153. PMID: 34020377.
      Citations: 5     Fields:    Translation:Humans
    29. Song H, Xu W, Liu D, Liu B, Liu Q, Metaxas DN. Multi-Stage Feature Fusion Network for Video Super-Resolution. IEEE Trans Image Process. 2021; 30:2923-2934. PMID: 33560986.
      Citations:    Fields:    
    30. 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. Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning. Med Image Anal. 2021 04; 69:101954. PMID: 33550006.
      Citations: 10     Fields:    Translation:Humans
    31. Naghizadeh A, Metaxas DN, Liu D. Greedy auto-augmentation for n-shot learning using deep neural networks. Neural Netw. 2021 Mar; 135:68-77. PMID: 33360149.
      Citations: 3     Fields:    Translation:Humans
    32. Huang Q, Xian Y, Yang D, Qu H, Yi J, Wu P, Metaxas DN. Dynamic MRI reconstruction with end-to-end motion-guided network. Med Image Anal. 2021 02; 68:101901. PMID: 33285480.
      Citations: 9     Fields:    Translation:Humans
    33. Qu H, Wu P, Huang Q, Yi J, Yan Z, Li K, Riedlinger GM, De S, Zhang S, Metaxas DN. Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. IEEE Trans Med Imaging. 2020 11; 39(11):3655-3666. PMID: 32746112.
      Citations: 23     Fields:    
    34. Gao Y, Huang R, Yang Y, Zhang J, Shao K, Tao C, Chen Y, Metaxas DN, Li H, Chen M. FocusNetv2: Imbalanced large and small organ segmentation with adversarial shape constraint for head and neck CT images. Med Image Anal. 2021 01; 67:101831. PMID: 33129144.
      Citations: 13     Fields:    Translation:Humans
    35. Alexiou GA, Lianos GD, Tzima A, Sotiropoulos A, Nasios A, Metaxas D, Zigouris A, Rn JZ, Mitsis M, Voulgaris S. 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. PMID: 32969245.
      Citations: 7     Fields:    Translation:HumansCells
    36. Onofrey JA, Staib LH, Huang X, Zhang F, Papademetris X, Metaxas D, Rueckert D, Duncan JS. Sparse Data-Driven Learning for Effective and Efficient Biomedical Image Segmentation. Annu Rev Biomed Eng. 2020 Jun 04; 22:127-153. PMID: 32169002; PMCID: PMC9351438.
      Citations: 2     Fields:    Translation:HumansAnimals
    37. Yi J, Wu P, Jiang M, Huang Q, Hoeppner DJ, Metaxas DN. Attentive neural cell instance segmentation. Med Image Anal. 2019 Jul; 55:228-240. PMID: 31103790.
      Citations: 11     Fields:    Translation:Cells
    38. Tang Z, Peng X, Li K, Metaxas DN. Towards Efficient U-Nets: A Coupled and Quantized Approach. IEEE Trans Pattern Anal Mach Intell. 2020 Aug; 42(8):2038-2050. PMID: 30932829.
      Citations: 4     Fields:    
    39. Zhang H, Xu T, Li H, Zhang S, Wang X, Huang X, Metaxas DN. StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks. IEEE Trans Pattern Anal Mach Intell. 2019 Aug; 41(8):1947-1962. PMID: 30010548.
      Citations: 34     Fields:    
    40. Mehrizi R, Peng X, Xu X, Zhang S, Metaxas D, Li K. A computer vision based method for 3D posture estimation of symmetrical lifting. J Biomech. 2018 Mar 01; 69:40-46. PMID: 29398001.
      Citations: 7     Fields:    Translation:Humans
    41. Bernardis E, Zhang Y, Konukoglu E, Ou Y, Javitz HS, Axel L, Metaxas D, Desjardins B, Pohl KM. eCurves: A Temporal Shape Encoding. IEEE Trans Biomed Eng. 2018 Apr; 65(4):733-744. PMID: 28641243; PMCID: PMC5732904.
      Citations: 1     Fields:    Translation:Humans
    42. Yang D, Wu P, Tan C, Pohl KM, Axel L, Metaxas D. 3D Motion Modeling and Reconstruction of Left Ventricle Wall in Cardiac MRI. Funct Imaging Model Heart. 2017 Jun; 10263:481-492. PMID: 28664198; PMCID: PMC5484578.
      Citations: 5     
    43. Li Z, Metaxas DN, Lu A, Zhang S. Interactive Exploration for Continuously Expanding Neuron Databases. Methods. 2017 02 15; 115:100-109. PMID: 28219745.
      Citations: 1     Fields:    Translation:HumansCells
    44. Mehrizi R, Xu X, Zhang S, Pavlovic V, Metaxas D, Li K. Using a marker-less method for estimating L5/S1 moments during symmetrical lifting. Appl Ergon. 2017 Nov; 65:541-550. PMID: 28110917.
      Citations: 2     Fields:    Translation:Humans
    45. Jiang M, Zhang S, Huang J, Yang L, Metaxas DN. Scalable histopathological image analysis via supervised hashing with multiple features. Med Image Anal. 2016 Dec; 34:3-12. PMID: 27521299.
      Citations: 7     Fields:    Translation:Humans
    46. Zhang S, Metaxas D. Large-Scale medical image analytics: Recent methodologies, applications and Future directions. Med Image Anal. 2016 10; 33:98-101. PMID: 27503077.
      Citations: 7     Fields:    Translation:Humans
    47. Shinagawa Y, Metaxas DN. Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition. IEEE Trans Med Imaging. 2016 May; 35(5):1332-1343. PMID: 26863652.
      Citations: 35     Fields:    Translation:Humans
    48. Thanos PK, Restif C, O'Rourke JR, Lam CY, Metaxas D. Mouse Social Interaction Test (MoST): a quantitative computer automated analysis of behavior. J Neural Transm (Vienna). 2017 Jan; 124(1):3-11. PMID: 26704381.
      Citations: 4     Fields:    Translation:Animals
    49. Yu X, Huang J, Zhang S, Metaxas DN. Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model. IEEE Trans Pattern Anal Mach Intell. 2016 Nov; 38(11):2212-2226. PMID: 26700972.
      Citations: 2     Fields:    
    50. Ahmed R, Arfin R, Rubel MH, Islam KK, Jia C, Metaxas D, Garra BS, Alam SK. Comparison of windowing effects on elastography images: Simulation, phantom and in vivo studies. Ultrasonics. 2016 Mar; 66:140-153. PMID: 26647169.
      Citations: 1     Fields:    
    51. Fang R, Chen T, Metaxas D, Sanelli P, Zhang S. Sparsity techniques in medical imaging. Comput Med Imaging Graph. 2015 Dec; 46 Pt 1(Pt 1):1. PMID: 26216851; PMCID: PMC4877683.
      Citations: 2     Fields:    Translation:Humans
    52. Uzunbas MG, Chen C, Metaxas D. An efficient conditional random field approach for automatic and interactive neuron segmentation. Med Image Anal. 2016 Jan; 27:31-44. PMID: 26210001.
      Citations: 3     Fields:    Translation:AnimalsCells
    53. Zhang S, Yang M, Cour T, Yu K, Metaxas DN. Query Specific Rank Fusion for Image Retrieval. IEEE Trans Pattern Anal Mach Intell. 2015 Apr; 37(4):803-15. PMID: 26353295.
      Citations: 3     Fields:    
    54. Chen T, Reyhan M, Yue N, Metaxas DN, Haffty BG, Goyal S. Tagged MRI based cardiac motion modeling and toxicity evaluation in breast cancer radiotherapy. Front Oncol. 2015; 5:9. PMID: 25692095; PMCID: PMC4315014.
      Citations: 4     
    55. Yan Z, Zhan Y, Peng Z, Liao S, Shinagawa Y, Metaxas DN, Zhou XS. Bodypart Recognition Using Multi-stage Deep Learning. Inf Process Med Imaging. 2015; 24:449-61. PMID: 26221694.
      Citations: 8     Fields:    Translation:Humans
    56. Chen C, Liu H, Metaxas DN, Zhao T. Mode Estimation for High Dimensional Discrete Tree Graphical Models. Adv Neural Inf Process Syst. 2014 Dec; 27:5533. PMID: 25620859; PMCID: PMC4303179.
      Citations: 1     
    57. Jiang M, Zhang S, Li H, Metaxas DN. Computer-aided diagnosis of mammographic masses using scalable image retrieval. IEEE Trans Biomed Eng. 2015 Feb; 62(2):783-92. PMID: 25361497.
      Citations: 18     Fields:    Translation:Humans
    58. Wang G, Zhang S, Xie H, Metaxas DN, Gu L. 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. PMID: 25461336.
      Citations: 8     Fields:    Translation:Humans
    59. Roth J, Liu X, Metaxas D. On continuous user authentication via typing behavior. IEEE Trans Image Process. 2014 Oct; 23(10):4611-24. PMID: 25137729.
      Citations: 3     Fields:    Translation:Humans
    60. Zhong L, Liu Q, Yang P, Huang J, Metaxas DN. Learning Multiscale Active Facial Patches for Expression Analysis. IEEE Trans Cybern. 2015 Aug; 45(8):1499-510. PMID: 25291808.
      Citations: 10     Fields:    Translation:Humans
    61. Wang X, Chen T, Zhang S, Schaerer J, Qian Z, Huh S, Metaxas D, Axel L. Meshless deformable models for 3D cardiac motion and strain analysis from tagged MRI. Magn Reson Imaging. 2015 Jan; 33(1):146-60. PMID: 25157446; PMCID: PMC4876045.
      Citations: 4     Fields:    Translation:Humans
    62. Ye DH, Desjardins B, Ferrari V, Metaxas D, Pohl KM. AUTO-ENCODING OF DISCRIMINATING MORPHOMETRY FROM CARDIAC MRI. Proc IEEE Int Symp Biomed Imaging. 2014; 2014:217-221. PMID: 28593032; PMCID: PMC5459374.
      Citations:    
    63. Restif C, Ibáñez-Ventoso C, Vora MM, Guo S, Metaxas D, Driscoll M. 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. PMID: 25033081; PMCID: PMC4102393.
      Citations: 62     Fields:    Translation:Animals
    64. Yu X, Zhang S, Yan Z, Yang F, Huang J, Dunbar NE, Jensen ML, Burgoon JK, Metaxas DN. Is interactional dissynchrony a clue to deception? Insights from automated analysis of nonverbal visual cues. IEEE Trans Cybern. 2015 Mar; 45(3):506-20. PMID: 24988600.
      Citations: 3     Fields:    Translation:Humans
    65. Yan Z, Zhang S, Tan C, Qin H, Belaroussi B, Yu HJ, Miller C, Metaxas DN. Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials. Comput Med Imaging Graph. 2015 Apr; 41:80-92. PMID: 24962337.
      Citations: 7     Fields:    Translation:Humans
    66. Yan Z, Zhang S, Liu X, Metaxas DN, Montillo A, Australian Imaging Biomarkers and Lifestyle Flagship Study of Ageing. Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas. Med Comput Vis (2013). 2014; 8331:65-73. PMID: 31723945; PMCID: PMC6853627.
      Citations: 2     
    67. Yu Y, Zhang S, Li K, Metaxas D, Axel L. Deformable models with sparsity constraints for cardiac motion analysis. Med Image Anal. 2014 Aug; 18(6):927-37. PMID: 24721617; PMCID: PMC4876050.
      Citations: 6     Fields:    Translation:Animals
    68. Uzunbas MG, Chen C, Metaxas D. Optree: a learning-based adaptive watershed algorithm for neuron segmentation. Med Image Comput Comput Assist Interv. 2014; 17(Pt 1):97-105. PMID: 25333106.
      Citations: 3     Fields:    Translation:HumansCells
    69. Zhu Y, Zhang S, Liu W, Metaxas DN. Scalable histopathological image analysis via active learning. Med Image Comput Comput Assist Interv. 2014; 17(Pt 3):369-76. PMID: 25320821.
      Citations: 4     Fields:    Translation:Humans
    70. Torres EB, Yanovich P, Metaxas DN. 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. PMID: 23898243; PMCID: PMC3721359.
      Citations: 21     
    71. Torres EB, Brincker M, Isenhower RW, Yanovich P, Stigler KA, Nurnberger JI, Metaxas DN, José JV. Autism: the micro-movement perspective. Front Integr Neurosci. 2013; 7:32. PMID: 23898241; PMCID: PMC3721360.
      Citations: 81     
    72. Yan Z, Zhang S, Liu X, Metaxas DN, Montillo A, AIBL. 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. PMID: 31788155; PMCID: PMC6884356.
      Citations: 5     
    73. Yu Y, Zhang S, Huang J, Metaxas D, Axel L. Sparse deformable models with application to cardiac motion analysis. Inf Process Med Imaging. 2013; 23:208-19. PMID: 24683970.
      Citations: 3     Fields:    Translation:Animals
    74. Gao M, Chen C, Zhang S, Qian Z, Metaxas D, Axel L. 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. PMID: 24683968.
      Citations: 5     Fields:    Translation:Humans
    75. Uzunbas MG, Chen C, Zhang S, Poh KM, Li K, Metaxas D. Collaborative multi organ segmentation by integrating deformable and graphical models. Med Image Comput Comput Assist Interv. 2013; 16(Pt 2):157-64. PMID: 24579136; PMCID: PMC5809157.
      Citations: 2     Fields:    Translation:Humans
    76. Zhang S, Zhan Y, Metaxas DN. Deformable segmentation via sparse representation and dictionary learning. Med Image Anal. 2012 Oct; 16(7):1385-96. PMID: 22959839.
      Citations: 43     Fields:    Translation:Humans
    77. Uzunbas MG, Zhang S, Pohl KM, Metaxas D, Axel L. SEGMENTATION OF MYOCARDIUM USING DEFORMABLE REGIONS AND GRAPH CUTS. Proc IEEE Int Symp Biomed Imaging. 2012 May; 2012:254-257. PMID: 28603583; PMCID: PMC5463182.
      Citations: 4     
    78. Zhang S, Huang J, Li H, Metaxas DN. Automatic image annotation and retrieval using group sparsity. IEEE Trans Syst Man Cybern B Cybern. 2012 Jun; 42(3):838-49. PMID: 22249744.
      Citations: 3     Fields:    
    79. Wang X, Mihalef V, Qian Z, Voros S, Metaxas D. 3D cardiac motion reconstruction from CT data and tagged MRI. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:4083-6. PMID: 23366825; PMCID: PMC4876044.
      Citations: 1     Fields:    Translation:Humans
    80. Zhang S, Zhan Y, Zhou Y, Uzunbas M, Metaxas DN. Shape prior modeling using sparse representation and online dictionary learning. Med Image Comput Comput Assist Interv. 2012; 15(Pt 3):435-42. PMID: 23286160.
      Citations: 2     Fields:    Translation:Humans
    81. Gao M, Huang J, Huang X, Zhang S, Metaxas DN. Simplified labeling process for medical image segmentation. Med Image Comput Comput Assist Interv. 2012; 15(Pt 2):387-94. PMID: 23286072.
      Citations: 1     Fields:    Translation:Humans
    82. Bernardis E, Konukoglu E, Ou Y, Metaxas DN, Desjardins B, Pohl KM. Temporal shape analysis via the spectral signature. Med Image Comput Comput Assist Interv. 2012; 15(Pt 2):49-56. PMID: 23286031; PMCID: PMC11075624.
      Citations: 5     Fields:    Translation:Humans
    83. Zhang S, Zhan Y, Dewan M, Huang J, Metaxas DN, Zhou XS. Towards robust and effective shape modeling: sparse shape composition. Med Image Anal. 2012 Jan; 16(1):265-77. PMID: 21963296.
      Citations: 49     Fields:    Translation:Humans
    84. Huang J, Zhang S, Metaxas D. Efficient MR image reconstruction for compressed MR imaging. Med Image Anal. 2011 Oct; 15(5):670-9. PMID: 21742542.
      Citations: 28     Fields:    Translation:Humans
    85. Huang Y, Liu Q, Lv F, Gong Y, Metaxas DN. Unsupervised image categorization by hypergraph partition. IEEE Trans Pattern Anal Mach Intell. 2011 Jun; 33(6):1266-73. PMID: 21282850.
      Citations: 2     Fields:    Translation:HumansAnimals
    86. Qian Z, Liu Q, Metaxas DN, Axel L. 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. PMID: 21606022.
      Citations: 5     Fields:    Translation:Humans
    87. Montillo A, Metaxas D, Axel L. Incompressible Biventricular Model Construction and Heart Segmentation of 4D Tagged MRI. Comput Biomech Med Soft Tiss Musculoskelet Syst. 2011; 2011:143-155. PMID: 31742255; PMCID: PMC6860908.
      Citations:    
    88. Li C, Huang R, Ding Z, Gatenby JC, Metaxas DN, Gore JC. 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. PMID: 21518662; PMCID: PMC6952214.
      Citations: 120     Fields:    
    89. Zhang S, Huang J, Uzunbas M, Shen T, Delis F, Huang X, Volkow N, Thanos P, Metaxas DN. 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. PMID: 22003750; PMCID: PMC4827427.
      Citations: 7     Fields:    Translation:Animals
    90. Kulp S, Gao M, Zhang S, Qian Z, Voros S, Metaxas D, Axel L. 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. PMID: 22003651.
      Citations: 3     Fields:    Translation:Humans
    91. Zhang S, Zhan Y, Dewan M, Huang J, Metaxas DN, Zhou XS. Deformable segmentation via sparse shape representation. Med Image Comput Comput Assist Interv. 2011; 14(Pt 2):451-8. PMID: 21995060.
      Citations: 12     Fields:    Translation:Animals
    92. Huang Y, Liu Q, Metaxas DN. A component-based framework for generalized face alignment. IEEE Trans Syst Man Cybern B Cybern. 2011 Feb; 41(1):287-98. PMID: 20656659.
      Citations:    Fields:    Translation:Humans
    93. Zhou J, Kim S, Jabbour S, Goyal S, Haffty B, Chen T, Levinson L, Metaxas D, Yue NJ. 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. PMID: 20384267.
      Citations: 3     Fields:    Translation:Humans
    94. Liu Q, Qian Z, Marvasty I, Rinehart S, Voros S, Metaxas DN. 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. PMID: 20879266.
      Citations: 4     Fields:    Translation:Humans
    95. Huang J, Zhang S, Metaxas D. Efficient MR image reconstruction for compressed MR imaging. Med Image Comput Comput Assist Interv. 2010; 13(Pt 1):135-42. PMID: 20879224.
      Citations:    Fields:    Translation:Humans
    96. Ji Q, Luo J, Metaxas D, Torralba A, Huang TS, Sudderth EB. Guest editors' introduction to the special section on probabilistic graphical models. IEEE Trans Pattern Anal Mach Intell. 2009 Oct; 31(10):1729-32. PMID: 19757542.
      Citations:    Fields:    
    97. Metaxas DN, Axel L. Special section on the 12th International Conference on Medical Imaging and Computer Assisted Intervention. Editorial. Med Image Anal. 2009 Oct; 13(5):771-2. PMID: 19700141.
      Citations:    Fields:    
    98. Pasternack RM, Qian Z, Zheng JY, Metaxas DN, Boustany NN. 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. PMID: 19582115.
      Citations: 7     Fields:    
    99. Tsechpenakis G, Metaxas D. CoCRF deformable model: a geometric model driven by collaborative conditional random fields. IEEE Trans Image Process. 2009 Oct; 18(10):2316-29. PMID: 19574164.
      Citations:    Fields:    
    100. Chen T, Wang X, Chung S, Metaxas D, Axel L. Automated 3D motion tracking using Gabor filter bank, robust point matching, and deformable models. IEEE Trans Med Imaging. 2010 Jan; 29(1):1-11. PMID: 19369149; PMCID: PMC3742336.
      Citations: 17     Fields:    Translation:Humans
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