Litcius/Paper detail

A survey on incorporating domain knowledge into deep learning for medical image analysis

Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang, Shui Yu

2021Medical Image Analysis308 citationsDOIOpen Access PDF

Topics & Concepts

Deep learningComputer scienceBottleneckCategorizationArtificial intelligenceLeverage (statistics)Domain (mathematical analysis)Machine learningSegmentationDomain knowledgeData scienceImage segmentationFocus (optics)Transfer of learningMathematicsMathematical analysisOpticsPhysicsEmbedded systemAI in cancer detectionCOVID-19 diagnosis using AIRadiomics and Machine Learning in Medical Imaging