Handling dataset dependence with model ensembles for skin lesion classification from dermoscopic and clinical images
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22827
Abstract: Dataset dependence affects many real‐life applications of machine learning: the performance of a model trained on a dataset is significantly worse on samples from another dataset than on new, unseen samples from the original one.… read more here.
Keywords: skin lesion; dermoscopic; dataset dependence; model ... See more keywords