Evaluation of uncertainty estimation methods in medical image segmentation: Exploring the usage of uncertainty in clinical deployment
Shiman Li, Mingzhi Yuan, Xiaokun Dai, Chenxi Zhang
Topics & Concepts
Software deploymentComputer scienceEstimationComputer visionArtificial intelligenceImage segmentationSegmentationImage (mathematics)Measurement uncertaintyUncertainty quantificationData miningMachine learningStatisticsMathematicsSystems engineeringSoftware engineeringEngineeringAI in cancer detectionMedical Image Segmentation TechniquesAdvanced X-ray and CT Imaging