Automatic detection of rare pathologies in fundus photographs using few-shot learning
Gwenolé Quellec, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener
Topics & Concepts
Artificial intelligenceConvolutional neural networkComputer scienceDeep learningMachine learningProbabilistic logicTransfer of learningClassifier (UML)Fundus (uterus)Probabilistic classificationVisualizationPattern recognition (psychology)Support vector machineMedicineOphthalmologyNaive Bayes classifierRetinal Imaging and AnalysisRetinal Diseases and TreatmentsRetinal and Optic Conditions