Development and Validation of a Deep Learning Algorithm for Gleason Grading of Prostate Cancer From Biopsy Specimens

Author:

Nagpal Kunal1,Foote Davis1,Tan Fraser1,Liu Yun1,Chen Po-Hsuan Cameron1,Steiner David F.1,Manoj Naren12,Olson Niels3,Smith Jenny L.3,Mohtashamian Arash3,Peterson Brandon3,Amin Mahul B.4,Evans Andrew J.5,Sweet Joan W.5,Cheung Carol5,van der Kwast Theodorus5,Sangoi Ankur R.6,Zhou Ming7,Allan Robert8,Humphrey Peter A.9,Hipp Jason D.110,Gadepalli Krishna1,Corrado Greg S.1,Peng Lily H.1,Stumpe Martin C.111,Mermel Craig H.1

Affiliation:

1. Google Health, Google LLC, Mountain View, California

2. now with Toyota Technological Institute Chicago, Chicago, Illinois

3. Laboratory Department, Naval Medical Center San Diego, San Diego, California

4. Department of Pathology and Laboratory Medicine, University of Tennessee Health Science Center, Memphis

5. Department of Pathology, Laboratory Medicine and Pathology, University Health Network and University of Toronto, Toronto, Ontario, Canada

6. Department of Pathology, El Camino Hospital, Mountain View, California

7. Tufts Medical Center, Boston, Massachusetts

8. Pathology and Laboratory Medicine Service, North Florida/South Georgia Veterans Health System, Gainesville, Florida

9. Department of Pathology, Yale School of Medicine, New Haven, Connecticut

10. now with AstraZeneca, Gaithersburg, MD

11. now with Tempus, Inc, Redwood Shores, California

Publisher

American Medical Association (AMA)

Subject

Oncology,Cancer Research

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