MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-Ray Images of Multiple Body Parts
Weibin Liao, Haoyi Xiong, Qingzhong Wang, Yan Mo, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou
Topics & Concepts
OverfittingArtificial intelligenceComputer scienceSegmentationDeep learningTask (project management)Pattern recognition (psychology)Machine learningFeature learningMulti-task learningSupervised learningComputer visionArtificial neural networkEngineeringSystems engineeringCOVID-19 diagnosis using AIDomain Adaptation and Few-Shot LearningRadiomics and Machine Learning in Medical Imaging