The Lancet · 2019 · 20 citations · 21 references
ComputingComputer ScienceHealth InformaticsArtificial IntelligenceMachine LearningPrimary CareCataract AssessmentCataract EvaluationCataract ManagementReferral ManagementArtificial Intelligence-assisted DiagnosisCataract ClassificationCataract DiagnosisCross-setting Care CoordinationDiagnostic Performance MetricsMedical Referral CriteriaMode RecognitionPostoperative Cataract Evaluation
Background Common diseases are not satisfactorily managed under the current health-care system because of inadequate medical resources and limited accessibility. We aimed to establish and validate a universal artificial intelligence (AI) platform for collaborative management of cataracts involving multilevel clinical scenarios, and explored an AI-based medical referral pattern to improve collaborative efficiency and resource coverage.
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Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text
Dermatologist-level classification of skin cancer with deep neural networks
Andre Esteva, Brett Kuprel, Roberto A. Novoa et al. · Nature · 2017 · 13.8K citations · Full text