reviewTop 1% cited
High-performance medicine: the convergence of human and artificial intelligence
Nature Medicine · 2018 · Vol. 25(1) · pp. 44–56
Eric J. Topol✉(Scripps Research Institute)
Artificial Intelligence in Healthcare and EducationMachine Learning in HealthcareRadiomics and Machine Learning in Medical ImagingWorkflowCloud computingTransparency (behavior)Computer scienceBig dataProductivityData scienceDeep learningArtificial intelligenceProcess (computing)
MeSH terms
Deep LearningData AnalysisAlgorithmsArtificial IntelligenceHumansMedicinePhysicians
Funding
- National Institutes of Health
Citations
7,614
FWCI
138.37
field-weighted impact
References
209
Percentile
100%
vs. same field & year
Citations per year
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References
The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets
PLoS ONE · 2015 · 4,310 citations
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision · 2015 · 39,683 citations
ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
Predicting effects of noncoding variants with deep learning–based sequence model
Nature Methods · 2015 · 2,518 citations
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records
Scientific Reports · 2016 · 1,684 citations
Risk factors for suicidal thoughts and behaviors: A meta-analysis of 50 years of research.
Psychological Bulletin · 2016 · 3,622 citations
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
JAMA · 2016 · 7,252 citations
Dermatologist-level classification of skin cancer with deep neural networks
Nature · 2017 · 13,224 citations
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