reviewTop 1% cited
A guide to deep learning in healthcare
Nature Medicine · 2018 · Vol. 25(1) · pp. 24–29
Andre Esteva✉(Stanford University)Alexandre Robicquet(Stanford University)Bharath Ramsundar(Stanford University)Volodymyr Kuleshov(Stanford University)Mark A. DePristo(Google (United States))Katherine Chou(Google (United States))Claire Cui(Google (United States))Greg S. Corrado(Google (United States))Sebastian Thrun(Stanford University)Jeff Dean(Google (United States))
Machine Learning in HealthcareCOVID-19 diagnosis using AIArtificial Intelligence in Healthcare and EducationDeep learningComputer scienceArtificial intelligenceContext (archaeology)Reinforcement learningKey (lock)Health careData scienceHuman–computer interaction
MeSH terms
Deep LearningDelivery of Health CareDiagnostic ImagingHumansNatural Language ProcessingElectronic Health Records
Citations
4,299
FWCI
175.50
field-weighted impact
References
75
Percentile
100%
vs. same field & year
Citations per year
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References
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Science Translational Medicine · 2011 · 786 citations
ImageNet Large Scale Visual Recognition Challenge
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Noninvasive Identification and Monitoring of Cancer Mutations by Targeted Deep Sequencing of Plasma DNA
Science Translational Medicine · 2012 · 1,304 citations
A general framework for estimating the relative pathogenicity of human genetic variants
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Mastering the game of Go with deep neural networks and tree search
Nature · 2016 · 15,578 citations
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records
Scientific Reports · 2016 · 1,684 citations
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