Oncology | Pathology A population-level digital histologic biomarker for enhanced prognosis of invasive breast cancer. November 27, 2023
Pathology NuCLS: A scalable crowdsourcing approach and dataset for nucleus classification and segmentation in breast cancer. May 17, 2022
Pathology Explainable nucleus classification using Decision Tree Approximation of Learned Embeddings. September 29, 2021
Dermatology Computer Algorithms Show Potential for Improving Dermatologists’ Accuracy to Diagnose Cutaneous Melanoma; Results of ISIC 2017. July 15, 2019
Pathology Structured Crowdsourcing Enables Convolutional Segmentation of Histology Images. April 26, 2019
Bioinformatics | Genomics | Oncology Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models. April 17, 2019
Computer Science | Dermatology Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images. February 1, 2019
Oncology | Pathology Predicting cancer outcomes from histology and genomics using convolutional networks. November 14, 2018