Publication | Open Access

Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningIncremental ImpactBiomedical EngineeringDiagnostic ImagingImage AnalysisData ScienceRadiologyHealth SciencesData AugmentationMedical ImagingMedical Image ComputingDeep LearningComputer VisionPhotometric ConversionBiomedical ImagingComputer-aided DiagnosisMedical Image AnalysisNovel Data Augmentation