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Deep Learning on Electronic Health Records to Improve Disease Coding Accuracy.
Rashidian S, Hajagos J, Moffitt RA, Wang F, Noel KM, Gupta RR, Tharakan MA, Saltz JH, Saltz MM. Rashidian S, et al. Among authors: gupta rr. AMIA Jt Summits Transl Sci Proc. 2019 May 6;2019:620-629. eCollection 2019. AMIA Jt Summits Transl Sci Proc. 2019. PMID: 31259017 Free PMC article.
Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images.
Saltz J, Gupta R, Hou L, Kurc T, Singh P, Nguyen V, Samaras D, Shroyer KR, Zhao T, Batiste R, Van Arnam J; Cancer Genome Atlas Research Network; Shmulevich I, Rao AUK, Lazar AJ, Sharma A, Thorsson V. Saltz J, et al. Cell Rep. 2018 Apr 3;23(1):181-193.e7. doi: 10.1016/j.celrep.2018.03.086. Cell Rep. 2018. PMID: 29617659 Free PMC article.
Methods for Segmentation and Classification of Digital Microscopy Tissue Images.
Vu QD, Graham S, Kurc T, To MNN, Shaban M, Qaiser T, Koohbanani NA, Khurram SA, Kalpathy-Cramer J, Zhao T, Gupta R, Kwak JT, Rajpoot N, Saltz J, Farahani K. Vu QD, et al. Front Bioeng Biotechnol. 2019 Apr 2;7:53. doi: 10.3389/fbioe.2019.00053. eCollection 2019. Front Bioeng Biotechnol. 2019. PMID: 31001524 Free PMC article.
Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches.
Kurc T, Bakas S, Ren X, Bagari A, Momeni A, Huang Y, Zhang L, Kumar A, Thibault M, Qi Q, Wang Q, Kori A, Gevaert O, Zhang Y, Shen D, Khened M, Ding X, Krishnamurthi G, Kalpathy-Cramer J, Davis J, Zhao T, Gupta R, Saltz J, Farahani K. Kurc T, et al. Front Neurosci. 2020 Feb 21;14:27. doi: 10.3389/fnins.2020.00027. eCollection 2020. Front Neurosci. 2020. PMID: 32153349 Free PMC article.
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor-Infiltrating Lymphocytes in Invasive Breast Cancer.
Le H, Gupta R, Hou L, Abousamra S, Fassler D, Torre-Healy L, Moffitt RA, Kurc T, Samaras D, Batiste R, Zhao T, Rao A, Van Dyke AL, Sharma A, Bremer E, Almeida JS, Saltz J. Le H, et al. Am J Pathol. 2020 Jul;190(7):1491-1504. doi: 10.1016/j.ajpath.2020.03.012. Epub 2020 Apr 8. Am J Pathol. 2020. PMID: 32277893 Free PMC article.
213 results