Automatic liver segmentation from abdominal CT volumes using improved convolution neural networks
Zhe Liu, Kai Han, Zhaohui Wang, Jing Zhang, Yuqing Song, Xu Yao, Deqi Yuan, Victor S. Sheng
Topics & Concepts
SegmentationComputer scienceDiceArtificial intelligenceRobustness (evolution)Hounsfield scaleConvolutional neural networkSørensen–Dice coefficientGround truthImage segmentationPattern recognition (psychology)Convolution (computer science)Range (aeronautics)Artificial neural networkData miningComputed tomographyMathematicsRadiologyStatisticsMedicineBiochemistryGeneMaterials scienceChemistryComposite materialAdvanced Neural Network ApplicationsRadiomics and Machine Learning in Medical ImagingCOVID-19 diagnosis using AI