ResearchTasksGastrointestinal SegmentationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast Updated23 pediatric CD patients Contrast-enhanced MRICPR + 3D Residual U-Net with distance prior81DSC2Apr 21, 202610 CT volumes (test)Iterative 2.5-D CNN with 3D+2D convolutions88DSC2Apr 21, 2026Healthy & IBD Patients 3D cine-MRIMulti-task CNN + stochastic tracker88DSC2Apr 21, 2026154 MRI pairs T1-FS T2wDEEDS registration + ICR (mesh & probabilistic modeling)93Feces Coverage (R)1Apr 21, 202646 CD patients Dual-Energy CT EnterographyThree ML models (logistic regression) based on DECTE & CT features87AUC1Apr 21, 2026
23 pediatric CD patients Contrast-enhanced MRICPR + 3D Residual U-Net with distance prior81DSC2Apr 21, 2026
154 MRI pairs T1-FS T2wDEEDS registration + ICR (mesh & probabilistic modeling)93Feces Coverage (R)1Apr 21, 2026
46 CD patients Dual-Energy CT EnterographyThree ML models (logistic regression) based on DECTE & CT features87AUC1Apr 21, 2026