AI powered quantification of nuclear morphology in cancers enables prediction of genome instability and prognosis 由 John Abel, Suyog Jain, Deepta Rajan, Harshith Padigela, Kenneth Leidal, Aaditya Prakash, Jake Conway, Michael Nercessian, Christian Kirkup, Syed Ashar Javed, Raymond Biju, Natalia Harguindeguy, Daniel Shenker, Nicholas Indorf, Darpan Sanghavi, Robert Egger, Benjamin Trotter, Ylaine Gerardin, Jacqueline A. Brosnan-Cashman, Aditya Dhoot, Michael C. Montalto, Chintan Parmar, Ilan Wapinski, Archit Khosla, Michael G. Drage, Limin Yu, Amaro Taylor-Weiner

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122 Quantification of tumor infiltrating lymphocytes (TILs) from pathology slides reflects molecular immune phenotypes 由 Michael Griffin, Sandhya Srinivasan, Jake Conway, Benjamin Glass, Fedaa Najdawi, Ciyue Shen, Shima Nofallah, Chintan Parmar, Michael G Drage, Darpan T Sanghavi, Limin Yu, Raymond Biju, Daniel Borders, Matthew Bronnimann, Laura Chambre, Issac Finberg, Jonathan Glickman, Sidharth Gupta, Natalia Harguindeguy, Nhat Le, Stephanie Hennek, Syed Ashar Javed, Christian Kirkup, Miles Markey, Michael Nercessian, Daniel Shenker, Vignesh Valaboju, Samuel AV Mercedes, Bahar Rahsepar, Ryan Leung, Archit Khosla, Amaro Taylor-Weiner, Ylaine Gerardin, John Abel