Efficient two-step liver and tumour segmentation on abdominal CT via deep learning and a conditional random field
Ying Chen, Cheng Zheng, Fei Hu, Taohui Zhou, Longfeng Feng, Xu Guohui, Zhen Yi, Xiang Zhang
Topics & Concepts
SegmentationConditional random fieldArtificial intelligenceComputer sciencePattern recognition (psychology)Sørensen–Dice coefficientResidualDeep learningImage segmentationDiceScale-space segmentationFeature (linguistics)Computer visionMathematicsAlgorithmStatisticsLinguisticsPhilosophyAdvanced Neural Network ApplicationsRadiomics and Machine Learning in Medical ImagingMedical Image Segmentation Techniques