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Sanjay Jain

Division of Nephrology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri

Construction and Usage of a Human Body Common Coordinate Framework Comprising Clinical, Semantic, and Spatial Ontologies


Jul 28, 2020
Katy Börner, Ellen M. Quardokus, Bruce W. Herr II, Leonard E. Cross, Elizabeth G. Record, Yingnan Ju, Andreas D. Bueckle, James P. Sluka, Jonathan C. Silverstein, Kristen M. Browne, Sanjay Jain, Clive H. Wasserfall, Marda L. Jorgensen, Jeffrey M. Spraggins, Nathan H. Patterson, Mark A. Musen, Griffin M. Weber

* 24 pages with SI, 6 figures, 5 tables 

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Capsules for Biomedical Image Segmentation


Apr 09, 2020
Rodney LaLonde, Ziyue Xu, Sanjay Jain, Ulas Bagci

* Extension of the non-archival Capsules of Object Segmentation with experiments on both clinical and pre-clinical pathological lung segmentation. arXiv admin note: substantial text overlap with arXiv:1804.04241 

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Neural Network Segmentation of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis in Renal Biopsies


Feb 28, 2020
Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Felicia Yen, Sanjay Jain, Agnes Fogo, Pinaki Sarder


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Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis


Dec 18, 2018
Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John E. Tomaszewski, Kuang-Yu Jen, Pinaki Sarder

* 15 pages, 7 figures, 2 supplemental figures (on the last page) 

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