{"total":19,"rows":[{"id":"2310.06873","title":"A review of uncertainty quantification in medical image analysis: probabilistic and non-probabilistic methods","created":"2023-10-09","cited_by_count":39,"area":null},{"id":"2405.04278","title":"Uncertainty Quantification Metrics for Deep Regression","created":"2024-05-07","cited_by_count":16,"area":null},{"id":"2406.03323","title":"Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation","created":"2024-06-05","cited_by_count":12,"area":null},{"id":"2505.08685","title":"Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results","created":"2025-05-13","cited_by_count":7,"area":null},{"id":"2411.16370","title":"A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation","created":"2024-11-25","cited_by_count":6,"area":null},{"id":"2308.07506","title":"Benchmarking Scalable Epistemic Uncertainty Quantification in Organ Segmentation","created":"2023-08-15","cited_by_count":4,"area":null},{"id":"2308.07528","title":"Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic Segmentation","created":"2023-08-15","cited_by_count":4,"area":null},{"id":"2206.10911","title":"Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection","created":"2022-06-22","cited_by_count":3,"area":null},{"id":"2401.09245","title":"Uncertainty estimates for semantic segmentation: providing enhanced reliability for automated motor claims handling","created":"2024-01-17","cited_by_count":2,"area":null},{"id":"2403.16594","title":"EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation","created":"2024-03-25","cited_by_count":2,"area":null},{"id":"2508.01460","title":"Uncertainty-Aware Segmentation Quality Prediction via Deep Learning Bayesian Modeling: Comprehensive Evaluation and Interpretation on Skin Cancer and Liver Segmentation","created":"2025-08-02","cited_by_count":2,"area":null},{"id":"2408.03789","title":"Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study","created":"2024-08-07","cited_by_count":1,"area":null},{"id":"2409.03470","title":"Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation","created":"2024-09-05","cited_by_count":1,"area":null},{"id":"2502.12713","title":"Uncertainty Propagation for Echocardiography Clinical Metric Estimation via Contour Sampling","created":"2025-02-18","cited_by_count":1,"area":null},{"id":"2510.19586","title":"Uncertainty evaluation of segmentation models for Earth observation","created":"2025-10-22","cited_by_count":1,"area":null},{"id":"2307.06424","title":"Robust scalable initialization for Bayesian variational inference with multi-modal Laplace approximations","created":"2023-07-12","cited_by_count":0,"area":null},{"id":"2308.13488","title":"Temporal Uncertainty Localization to Enable Human-in-the-loop Analysis of Dynamic Contrast-enhanced Cardiac MRI Datasets","created":"2023-08-25","cited_by_count":0,"area":null},{"id":"2408.04805","title":"Improved Robustness for Deep Learning-based Segmentation of Multi-Center Myocardial Perfusion MRI Datasets Using Data Adaptive Uncertainty-guided Space-time Analysis","created":"2024-08-09","cited_by_count":0,"area":null},{"id":"2412.07156","title":"QCResUNet: Joint Subject-level and Voxel-level Segmentation Quality Prediction","created":"2024-12-10","cited_by_count":0,"area":null}],"next_cursor":null}