Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection

no code implementations • 15 Jan 2019 • Timo Kohlberger, Yun Liu, Melissa Moran, Po-Hsuan, Chen, Trissia Brown, Craig H. Mermel, Jason D. Hipp, Martin C. Stumpe

OOF is often only detected upon careful review, potentially causing rescanning and workflow delays.

whole slide images

Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer

no code implementations • 15 Nov 2018 • Kunal Nagpal, Davis Foote, Yun Liu, Po-Hsuan, Chen, Ellery Wulczyn, Fraser Tan, Niels Olson, Jenny L. Smith, Arash Mohtashamian, James H. Wren, Greg S. Corrado, Robert MacDonald, Lily H. Peng, Mahul B. Amin, Andrew J. Evans, Ankur R. Sangoi, Craig H. Mermel, Jason D. Hipp, Martin C. Stumpe

For prostate cancer patients, the Gleason score is one of the most important prognostic factors, potentially determining treatment independent of the stage.

whole slide images