Concepedia
JAMA Dermatology · 2019 · 142 citations · 26 references
Open access
The results of the study suggest that the algorithm could localize and diagnose skin cancer without preselection of suspicious lesions by dermatologists.
26
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 52.4K citations
Dermatologist-level classification of skin cancer with deep neural networks
Andre Esteva, Brett Kuprel, Roberto A. Novoa et al. · Nature · 2017 · 13K citations · Full text
Dermoscopic Image, Convolutional Neural Network, Deep Neural Networks +6
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
Varun Gulshan, Lily Peng, Marc Coram et al. · JAMA · 2016 · 7.2K citations
Clinically applicable deep learning for diagnosis and referral in retinal disease
Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes et al. · Nature Medicine · 2018 · 2.5K citations
Convolutional Neural Network, Ocular Disease, Engineering +10
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