Litcius/Paper detail

Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning

Moloud Abdar, Maryam Samami, Sajjad Dehghani Mahmoodabad, Thang Doan, Bogdan Mazoure, Reza Hashemifesharaki, Li Liu, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi

2021Computers in Biology and Medicine226 citationsDOIOpen Access PDF

Topics & Concepts

Deep learningArtificial intelligenceComputer scienceDropout (neural networks)Machine learningUncertainty quantificationBayesian probabilityEnsemble learningContextual image classificationMonte Carlo methodPattern recognition (psychology)Image (mathematics)StatisticsMathematicsAI in cancer detectionMachine Learning and Data ClassificationImbalanced Data Classification Techniques