Deep Learning with Domain Randomization in Image and Feature Spaces for Abdominal Multiorgan Segmentation on CT and MRI Scans
Yu Shi, Lixia Wang, Touseef Ahmad Qureshi, Zengtian Deng, Yibin Xie, Debiao Li
Abstract
The proposed segmentation model with image and feature domain randomization provided automatic abdominal organ segmentation on CT and MRI scans, with high accuracy and generalization ability.
Topics & Concepts
SegmentationModality (human–computer interaction)Artificial intelligenceComputer scienceFeature (linguistics)GeneralizationContouringMedicineRadiologyPattern recognition (psychology)MathematicsComputer graphics (images)LinguisticsPhilosophyMathematical analysisMedical Imaging and AnalysisRadiomics and Machine Learning in Medical ImagingProstate Cancer Diagnosis and Treatment