Computational Medicine | Oncology | Pathology Deep learning based on standard H&E images of primary melanoma tumors identifies patients at risk for visceral recurrence and death. October 22, 2019
Pathology Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images. September 27, 2019
Pathology Annotations, Ontologies, and Whole Slide Images – Development of an Annotated Ontology-Driven Whole Slide Image Library of Normal and Abnormal Human Tissue. September 20, 2019
Pathology Deep Learning-Based Retrieval System for Gigapixel Histopathology Cases and the Open Access Literature. August 4, 2019
Pathology The transition module: a method for preventing overfitting in convolutional neural networks. June 13, 2019
Pathology Automated segmentation of cell membranes to evaluate HER2 status in whole slide images using a modified deep learning network. June 4, 2019
Dermatology | Ophthalmology | Pathology Recognizing Basal Cell Carcinoma on Smartphone-Captured Digital Histopathology Images with Deep Neural Network. April 24, 2019
Pathology Stain Normalization using Sparse AutoEncoders (StaNoSA): Application to digital pathology. March 29, 2019
Pathology A resolution adaptive deep hierarchical (RADHicaL) learning scheme applied to nuclear segmentation of digital pathology images. March 29, 2019
Pathology Towards machine learned quality control: A benchmark for sharpness quantification in digital pathology. March 8, 2019