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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. Zhang X, Wen S, Han L, Juefei-Xu F, Srivastava A, Huang J, Pavlovic V, Wang H, Tao M, Metaxas D. SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models. IEEE Winter Conf Appl Comput Vis. 2025; 2025:4665-4682. PMID: 40385571; PMCID: PMC12085162.
      Citations:    
    2. 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, T?nzer M, Al-Haj Hemidi Z, Vogt N. 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:    
    3. 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:    
    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 09 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. 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 04 21; 10(1):231. PMID: 37085533; PMCID: PMC10121551.
      Citations: 9     Fields:    Translation:Humans
    11. 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 11; 82:102642. PMID: 36223682.
      Citations: 10     Fields:    Translation:Humans
    12. 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:    
    13. 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 08; 80:102517. PMID: 35732106.
      Citations: 12     Fields:    Translation:Humans
    14. 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
    15. 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
    16. 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     
    17. 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
    18. 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
    19. 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
    20. 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
    21. 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
    22. 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 06 04; 22:127-153. PMID: 32169002; PMCID: PMC9351438.
      Citations: 2     Fields:    Translation:HumansAnimals
    23. Yi J, Wu P, Jiang M, Huang Q, Hoeppner DJ, Metaxas DN. Attentive neural cell instance segmentation. Med Image Anal. 2019 07; 55:228-240. PMID: 31103790.
      Citations: 11     Fields:    Translation:Cells
    24. 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 03 01; 69:40-46. PMID: 29398001.
      Citations: 7     Fields:    Translation:Humans
    25. 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     
    26. 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
    27. 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
    28. Jiang M, Zhang S, Huang J, Yang L, Metaxas DN. Scalable histopathological image analysis via supervised hashing with multiple features. Med Image Anal. 2016 12; 34:3-12. PMID: 27521299.
      Citations: 7     Fields:    Translation:Humans
    29. 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
    30. 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 01; 124(1):3-11. PMID: 26704381.
      Citations: 4     Fields:    Translation:Animals
    31. 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:    
    32. Fang R, Chen T, Metaxas D, Sanelli P, Zhang S. Sparsity techniques in medical imaging. Comput Med Imaging Graph. 2015 Dec; 46 Pt 1:1. PMID: 26216851; PMCID: PMC4877683.
      Citations: 2     Fields:    Translation:Humans
    33. 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
    34. 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     
    35. 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
    36. Wang X, Chen T, Zhang S, Schaerer J, Qian Z, Huh S, Metaxas D, Axel L, Schaerer J. 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
    37. 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 Apr-May; 2014:217-221. PMID: 28593032; PMCID: PMC5459374.
      Citations:    
    38. 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
    39. 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
    40. 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     
    41. Torres EB, Brincker M, Isenhower RW, Yanovich P, Stigler KA, Nurnberger JI, Metaxas DN, José JV, Jos? JV. Autism: the micro-movement perspective. Front Integr Neurosci. 2013; 7:32. PMID: 23898241; PMCID: PMC3721360.
      Citations: 81     
    42. 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     
    43. Uzunbas MG, Chen C, Zhang S, Poh KM, Li K, Metaxas D, Uzunbas MG. 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
    44. 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
    45. 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:    
    46. 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
    47. 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
    48. 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
    49. 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
    50. 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:    
    51. 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
    52. 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
    53. 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
    54. 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
    55. 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:    
    56. Pasternack RM, Qian Z, Zheng JY, Metaxas DN, White E, Boustany NN. Measurement of subcellular texture by optical Gabor-like filtering with a digital micromirror device. Opt Lett. 2008 Oct 01; 33(19):2209-11. PMID: 18830354; PMCID: PMC2859170.
      Citations: 5     Fields:    Translation:Cells
    57. Huang J, Qian Z, Huang X, Metaxas D, Axel L. Tag separation in cardiac tagged MRI. Med Image Comput Comput Assist Interv. 2008; 11(Pt 2):289-97. PMID: 18982617.
      Citations:    Fields:    Translation:Humans
    58. Qian Z, Liu Q, Metaxas DN, Axel L. Identifying regional cardiac abnormalities from myocardial strains using spatio-temporal tensor analysis. Med Image Comput Comput Assist Interv. 2008; 11(Pt 1):789-97. PMID: 18979818.
      Citations: 1     Fields:    Translation:Humans
    59. Wang X, Chen T, Zhang S, Metaxas D, Axel L. LV motion and strain computation from tMRI based on meshless deformable models. Med Image Comput Comput Assist Interv. 2008; 11(Pt 1):636-44. PMID: 18979800.
      Citations: 6     Fields:    Translation:Humans
    60. Metaxas D, Axel L, Fichtinger G, Szekely G. Medical image computing and computer-assisted intervention--MICCAI2008. Preface. Med Image Comput Comput Assist Interv. 2008; 11(Pt 1):V-VII. PMID: 18979724.
      Citations: 4     Fields:    
    61. Qian Z, Lee WN, Konofagou EE, Metaxas DN, Axel L. Ultrasound myocardial elastography and registered 3D tagged MRI: quantitative strain comparison. Med Image Comput Comput Assist Interv. 2007; 10(Pt 1):800-8. PMID: 18051132.
      Citations: 4     Fields:    Translation:Humans
    62. Huang J, Huang X, Metaxas D, Axel L. Adaptive metamorphs model for 3D medical image segmentation. Med Image Comput Comput Assist Interv. 2007; 10(Pt 1):302-10. PMID: 18051072.
      Citations: 2     Fields:    
    63. Huang X, Paragios N, Metaxas DN. Shape registration in implicit spaces using information theory and free form deformations. IEEE Trans Pattern Anal Mach Intell. 2006 Aug; 28(8):1303-18. PMID: 16886865.
      Citations: 8     Fields:    Translation:Humans
    64. Metaxas DN, Axel L, Qian Z, Huang X. A segmentation and tracking system for 4D cardiac tagged MR images. Conf Proc IEEE Eng Med Biol Soc. 2006; 2006:1541-4. PMID: 17946900.
      Citations: 1     Fields:    
    65. Qian Z, Metaxas DN, Axel L. Extraction and tracking of MRI tagging sheets using a 3D Gabor filter bank. Conf Proc IEEE Eng Med Biol Soc. 2006; 2006:711-4. PMID: 17946853.
      Citations: 6     Fields:    Translation:Humans
    66. Qian Z, Metaxas DN, Axel L. Boosting and nonparametric based tracking of tagged MRI cardiac boundaries. Med Image Comput Comput Assist Interv. 2006; 9(Pt 1):636-44. PMID: 17354944.
      Citations: 3     Fields:    Translation:Humans
    67. Chen T, Metaxas D. A hybrid framework for 3D medical image segmentation. Med Image Anal. 2005 Dec; 9(6):547-65. PMID: 15896997.
      Citations: 6     Fields:    Translation:Humans
    68. Park K, Montillo A, Metaxas D, Axel L. VOLUMETRIC HEART MODELING AND ANALYSIS: Using magnetically tagged data to better understand the mechanical function of normal and abnormal hearts. Commun ACM. 2005 Feb; 48(2):43-48. PMID: 31662583; PMCID: PMC6818726.
      Citations: 3     
    69. He W, Huang X, Metaxas D, Ying X. Efficient learning by combining confidence-rated classifiers to incorporate unlabeled medical data. Med Image Comput Comput Assist Interv. 2005; 8(Pt 1):745-52. PMID: 16685913.
      Citations:    Fields:    Translation:HumansAnimalsCells
    70. Montillo A, Metaxas D, Axel L. Extracting tissue deformation using Gabor filter banks. Proc SPIE Int Soc Opt Eng. 2004 Feb; 5369. PMID: 31824125; PMCID: PMC6902438.
      Citations: 2     
    71. Montillo A, Udupa J, Axel L, Metaxas D. Interaction between noise suppression and inhomogeneity correction in MRI. Proc SPIE Int Soc Opt Eng. 2003 Feb; 5032. PMID: 31745377; PMCID: PMC6863362.
      Citations: 1     
    72. Montillo A, Metaxas D, Axel L. Automated Model-Based Segmentation of the Left and Right Ventricles in Tagged Cardiac MRI. Med Image Comput Comput Assist Interv. 2003; 2878:507-515. PMID: 31663082; PMCID: PMC6818716.
      Citations: 7     Fields:    
    73. Montillo A, Metaxas D, Axel L. Automated Segmentation of the Left and Right Ventricles in 4D Cardiac SPAMM Images. Med Image Comput Comput Assist Interv. 2002 Sep; 2488:620-633. PMID: 31737869; PMCID: PMC6857637.
      Citations: 8     Fields:    
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