Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials

Andre Esteva, Jean Feng, Douwe van der Wal, Shih-Cheng Huang, Jeffry P. Simko, Sandy Devries, Emmalyn Chen, Edward M. Schaeffer, Todd M. Morgan, Yilun Sun, Amirata Ghorbani, Nikhil Naik, Dhruv Nathawani, Richard Socher, Jeff M. Michalski, Mack Roach, Thomas M. Pisansky, Jedidiah M. Monson, Farah Naz, James Wallace, Michelle J. Ferguson, Jean-Paul Bahary, James Zou 0001, Matthew P. Lungren, Serena Yeung, Ashley E. Ross, Michael J. Kucharczyk, Luis Souhami, Leslie Ballas, Christopher A. Peters, Sandy Liu, Alexander G. Balogh, Pamela D. Randolph-Jackson, David L. Schwartz, Michael R. Girvigian, Naoyuki G. Saito, Adam Raben, Rachel A. Rabinovitch, Khalil Katato, Howard M. Sandler, Phuoc T. Tran, Daniel E. Spratt, Stephanie Pugh, Felix Y. Feng, Osama Mohamad. Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials. npj Digit. Medicine, 5, 2022. [doi]

Authors

Andre Esteva

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Jean Feng

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Douwe van der Wal

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Shih-Cheng Huang

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Jeffry P. Simko

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Sandy Devries

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Emmalyn Chen

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Edward M. Schaeffer

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Todd M. Morgan

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Yilun Sun

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Amirata Ghorbani

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Nikhil Naik

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Dhruv Nathawani

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Richard Socher

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Jeff M. Michalski

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Mack Roach

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Thomas M. Pisansky

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Jedidiah M. Monson

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Farah Naz

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James Wallace

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Michelle J. Ferguson

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Jean-Paul Bahary

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James Zou 0001

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Matthew P. Lungren

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Serena Yeung

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Ashley E. Ross

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Michael J. Kucharczyk

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Luis Souhami

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Leslie Ballas

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Christopher A. Peters

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Sandy Liu

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Alexander G. Balogh

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Pamela D. Randolph-Jackson

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David L. Schwartz

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Michael R. Girvigian

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Naoyuki G. Saito

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Adam Raben

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Rachel A. Rabinovitch

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Khalil Katato

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Howard M. Sandler

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Phuoc T. Tran

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Daniel E. Spratt

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Stephanie Pugh

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Felix Y. Feng

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Osama Mohamad

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