Oncology | Pathology HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images. December 1, 2020
Pathology Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer. September 2, 2020
Pathology Artificial intelligence assistance significantly improves Gleason grading of prostate biopsies by pathologists. August 7, 2020
Pathology | Urology Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study. January 13, 2020
Oncology | Pathology | Urology Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study. January 13, 2020
Pathology Resolution-agnostic tissue segmentation in whole-slide histopathology images with convolutional neural networks. December 26, 2019
Oncology | Pathology | Radiology Application of convolutional neural networks to breast biopsies to delineate tissue correlates of mammographic breast density. November 22, 2019
Pathology DEEP LEARNING-BASED ASSESSMENT OF TUMOR-ASSOCIATED STROMA FOR DIAGNOSING BREAST CANCER IN HISTOPATHOLOGY IMAGES. October 26, 2019
Pathology Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology. September 4, 2019
Pathology Learning to detect lymphocytes in immunohistochemistry with deep learning. September 4, 2019
Oncology | Pathology Robust and accurate quantification of biomarkers of immune cells in lung cancer micro-environment using deep convolutional neural networks. April 19, 2019
Medical Imaging | Oncology | Pathology Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard. February 1, 2019