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Greg S. Corrado
Researcher at Google
Publications - 149
Citations - 114561
Greg S. Corrado is an academic researcher from Google. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 54, co-authored 125 publications receiving 95930 citations. Previous affiliations of Greg S. Corrado include IBM & Howard Hughes Medical Institute.
Papers
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Journal ArticleDOI
Deep Learning Detection of Active Pulmonary Tuberculosis at Chest Radiography Matched the Clinical Performance of Radiologists.
Sahar Kazemzadeh,Jin Yu,Shahar Jamshy,Rory Pilgrim,Zaid Nabulsi,Christina Chen,Neeral Beladia,Charles Lau,Scott Mayer McKinney,Thad Hughes,Atilla Peter Kiraly,Sreenivasa Raju Kalidindi,Monde Muyoyeta,Jameson Malemela,Ting-Fang Shih,Greg S. Corrado,Lily Peng,Katherine Chou,Po-Hsuan Cameron Chen,Yun Liu,Krish Eswaran,Daniel Tse,Shravya Shetty,Shruthi Prabhakara +23 more
TL;DR: A deep learning method was found to be noninferior to radiologists for the determination of active tuberculosis on digital chest radiographs and its performance was compared with that of radiologists.
Journal ArticleDOI
Addendum: International evaluation of an AI system for breast cancer screening.
Scott Mayer McKinney,Marcin Sieniek,Varun Godbole,Jonathan Godwin,Natasha Antropova,Hutan Ashrafian,Trevor Back,Mary Chesus,Greg S. Corrado,Ara Darzi,Mozziyar Etemadi,Florencia Garcia-Vicente,Fiona J. Gilbert,Mark D. Halling-Brown,Demis Hassabis,Sunny Jansen,Alan Karthikesalingam,Christopher Kelly,Dominic King,Joseph R. Ledsam,David S. Melnick,Hormuz Mostofi,Lily Peng,Joshua J. Reicher,Bernardino Romera-Paredes,Richard Sidebottom,Mustafa Suleyman,Daniel Tse,Kenneth C. Young,Jeffrey De Fauw,Shravya Shetty +30 more
Journal ArticleDOI
Deep learning models for histologic grading of breast cancer and association with disease prognosis
Ronnachai Jaroensri,Ellery Wulczyn,Narayan Hegde,Trissia Brown,Isabelle Flament-Auvigne,Fraser Tan,Yuannan Cai,Kunal Nagpal,Emad A. Rakha,David J. Dabbs,Niels Olson,James H. Wren,Elaine E. Thompson,E. Seetao,Carrie L Robinson,Melissa Miao,Fabien Beckers,Greg S. Corrado,Lily Peng,Craig H. Mermel,Yun Liu,David F. Steiner,Po-Hsuan Cameron Chen +22 more
TL;DR: In this paper , the authors developed deep learning models to perform histologic scoring of all three components using digitized hematoxylin and eosin-stained slides containing invasive breast carcinoma.
Posted Content
Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
Abhijit Guha Roy,Jie Ren,Shekoofeh Azizi,Aaron Loh,Vivek T. Natarajan,Basil Mustafa,Nick Pawlowski,Jan Freyberg,Yuan Liu,Zach Beaver,Nam Vo,Peggy Bui,Samantha Winter,Patricia MacWilliams,Greg S. Corrado,Umesh Telang,Yun Liu,A. Taylan Cemgil,Alan Karthikesalingam,Balaji Lakshminarayanan,Jim Winkens +20 more
TL;DR: In this paper, a hierarchical outlier detection (HOD) loss is proposed to assign multiple abstention classes for each training outlier class and jointly perform a coarse classification of inliers vs. outliers, along with fine-grained classification of the individual classes.