Margaret Oliviero

Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists

Holger A. Haenssle, Christine Fink, Roland Schneiderbauer et al. · Annals of Oncology · 2018 · 1.5K citations · Full text

Automatic differentiation of melanoma from melanocytic nevi with multispectral digital dermoscopy: A feasibility study

Marek Elbaum, Alfred W. Kopf, Harold Rabinovitz et al. · Journal of the American Academy of Dermatology · 2001 · 218 citations

Dermoscopic Image, Engineering, Medical Imaging +13

Reflectance Confocal Microscopy Criteria for Squamous Cell Carcinomas and Actinic Keratoses

Ayelet Rishpon, Nancy Kim, Alon Scope et al. · Archives of Dermatology · 2009 · 190 citations · Full text

Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images

Jason Hagerty, R. Joe Stanley, Haidar Almubarak et al. · IEEE Journal of Biomedical and Health Informatics · 2019 · 190 citations

Dermoscopy of facial nonpigmented actinic keratosis

Iris Zalaudek, Jason Giacomel, Giuseppe Argenziano et al. · British Journal of Dermatology · 2006 · 167 citations