J
Jonathan Krause
Researcher at Google
Publications - 48
Citations - 45410
Jonathan Krause is an academic researcher from Google. The author has contributed to research in topics: Object detection & Diabetic retinopathy. The author has an hindex of 27, co-authored 45 publications receiving 30925 citations. Previous affiliations of Jonathan Krause include California Institute of Technology & Stanford University.
Papers
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Journal ArticleDOI
Lessons learned from translating AI from development to deployment in healthcare
Kasumi Widner,Sunny Virmani,Jonathan Krause,Jayaram Nayar,Elin Rønby Pedersen,Naama Hammel,Y. Matias,Greg S. Corrado,Yun Liu,Lily Peng,Dale R. Webster +10 more
Journal Article
Challenges in evaluating clinical deployments of Deep Learning Assisted Diagnostics for Diabetic Retinopathy Screening
Gregory J. Wolff,Rory Sayres,Varun Gulshan,Kasumi Widner,Jonathan Krause,Dushyant Jadeja,Kim Ramasamy,Parida Haemoglobin +7 more
Patent
Optimizing accuracy-specificity trade-offs in visual recognition
TL;DR: In this paper, the authors propose methods for optimizing accuracy-specificity trade-offs in large scale recognition where object categories form a semantic hierarchy consisting of many levels of abstraction, and they show that maintaining high accuracy is increasingly difficult.