Deep Neural Forest for Out-of-Distribution Detection of Skin Lesion Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3171582
Abstract: Deep learning methods have shown outstanding potential in dermatology for skin lesion detection and identification. However, they usually require annotations beforehand and can only classify lesion classes seen in the training set. Moreover, large-scale, open-sourced… read more here.
Keywords: ood; skin lesion; detection; lesion ... See more keywords
Monkeypox detection from skin lesion images using an amalgamation of CNN models aided with Beta function-based normalization scheme
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1371/journal.pone.0281815
Abstract: We have recently been witnessing that our society is starting to heal from the impacts of COVID-19. The economic, social and cultural impacts of a pandemic cannot be ignored and we should be properly equipped… read more here.
Keywords: function based; skin lesion; lesion images; beta function ... See more keywords