Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
Shekoofeh Azizi(Google (United States)), Vivek Natarajan(Google (United States)), Fiona Ryan(Georgia Institute of Technology), Justin D. Krogue(Google (United States)), Jim Winkens(Google (United States)), David J. Fleet(Google (United States)), Zach Beaver(Google (United States)), Po-Hsuan Cameron Chen(Google (United States)), Simon Kornblith(Google (United States)), Boris Babenko(Google (United States)), Nenad Tomašev(Google DeepMind (United Kingdom)), Dale R. Webster(Google (United States)), S. Sara Mahdavi(Google (United States)), Patricia H. Strachan(Google (United States)), Jovana Mitrović(Google DeepMind (United Kingdom)), Neil Houlsby(Google (United States)), Greg S. Corrado(Google (United States)), Scott Mayer McKinney(Google (United States)), Basil Mustafa(Google (United States)), Jan Freyberg(Google (United States)), Ellery Wulczyn(Google (United States)), Yun Liu(Google (United States)), Sebastien Baur(Google (United States)), Umesh Telang(Google (United States)), Mozziyar Etemadi(Northwestern Medicine), Ting Chen(Google (United States)), Abhijit Guha Roy(Google (United States)), Aaron Loh(Google (United States)), Mohammad Norouzi(Google (Canada)), Geoffrey E. Hinton(University of Toronto), Lily Peng(Harvard University), Laura Culp(Google (United States)), Yuan Liu(Google (United States)), Alan Karthikesalingam(Google (United States)), Megan Walker(Google (United States)), Pinal Bavishi(Google (United States))
Cited by 228
Related Papers
cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination
|Nature Methods|2017|10.7k
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
|JAMA|2016|7.5k
A guide to deep learning in healthcare
|Nature Medicine|2018|4.7k
Large language models encode clinical knowledge
|Nature|2023|3.1k
International evaluation of an AI system for breast cancer screening
|Nature|2020|3.1k