Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation
Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel Kaltenborn, Anirban Mukhopadhyay
Topics & Concepts
SegmentationComputer scienceMahalanobis distanceArtificial intelligenceCoronavirus disease 2019 (COVID-19)Feature (linguistics)Computer visionPattern recognition (psychology)Deep learningFeature vectorImage segmentationMedicinePathologyInfectious disease (medical specialty)LinguisticsPhilosophyDiseaseCOVID-19 diagnosis using AIMedical Imaging Techniques and ApplicationsRadiomics and Machine Learning in Medical Imaging