Self-supervised driven consistency training for annotation efficient histopathology image analysis
Chetan L. Srinidhi, Seung Wook Kim, Fu-Der Chen, Anne L. Martel
Topics & Concepts
Computer scienceArtificial intelligenceConsistency (knowledge bases)Benchmark (surveying)Machine learningBootstrapping (finance)AnnotationFeature (linguistics)Pattern recognition (psychology)Feature learningRepresentation (politics)Transfer of learningUnsupervised learningArtificial neural networkSupervised learningTask (project management)Deep learningCode (set theory)Source codeLabeled dataRegressionSemi-supervised learningCategorizationSegmentationFeature vectorFeature extractionFeature selectionConvolutional neural networkGeneralityAI in cancer detectionDigital Imaging for Blood DiseasesAdvanced Neural Network Applications