Dermatology | Oncology Model soups improve performance of dermoscopic skin cancer classifiers. August 16, 2022
Bioinformatics | Genomics | Oncology A disease network-based deep learning approach for characterizing melanoma. October 30, 2021
Dermatology | Pathology Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts. September 11, 2021
Dermatology | Pathology A benchmark for neural network robustness in skin cancer classification. August 13, 2021
Dermatology | Pathology Effects of Label Noise on Deep Learning-Based Skin Cancer Classification. May 21, 2020
Artificial Intelligence | Dermatology | Medical Imaging Superior skin cancer classification by the combination of human and artificial intelligence. September 18, 2019
Dermatology Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks. August 21, 2019
Dermatology | Oncology Prediction of melanoma evolution in melanocytic nevi via artificial intelligence: A call for prospective data. August 21, 2019
Dermatology Deep neural networks are superior to dermatologists in melanoma image classification. August 21, 2019
Dermatology | Pathology Pathologist-level classification of histopathological melanoma images with deep neural networks. May 29, 2019
Dermatology Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task. May 6, 2019
Dermatology A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task. March 27, 2019