1 Classifying Non-Small Cell Lung Cancer Histopathology Types and Transcriptomic Subtypes using Convolutional Neural Networks Kun-Hsing Yu, MD, PhD 1 , Feiran Wang, MS 2 , Gerald J. Berry, MD 3 , Christopher Ré, PhD 4 , Russ B. Altman, MD, PhD 5,6,7 , Michael Snyder, PhD 7 , Isaac S. Kohane, MD, PhD 1 1 Department of Biomedical Informatics, Harvard Medical School 10 Shattuck Street, Fourth Floor, Boston, MA 02115 2 Department of Electrical Engineering, Stanford University 350 Serra Mall, Stanford, CA 94305 3 Department of Pathology, Stanford University 300 Pasteur Dr., L235, Stanford, CA 94305 4 Department of Computer Science, Stanford University 353 Serra Mall, Stanford, CA 94305 5 Biomedical Informatics Program, Stanford University 1265 Welch Road, MSOB, X-215, MC 5479, Stanford, CA 94305-5479, USA 6 Department of Bioengineering, Stanford University 443 Via Ortega, Stanford, CA 94305-4125, USA 7 Department of Genetics, Stanford University 300 Pasteur Dr., M-344, Stanford, CA 94305-5120, USA Corresponding author: Prof. Isaac S. Kohane Department of Biomedical Informatics, Harvard Medical School certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. The copyright holder for this preprint (which was not this version posted January 25, 2019. ; https://doi.org/10.1101/530360 doi: bioRxiv preprint
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