Pathology ChampKit: A framework for rapid evaluation of deep neural networks for patch-based histopathology classification. June 4, 2023
Gastroenterology | Pathology Deep learning-based approach to the characterization and quantification of histopathology in mouse models of colitis. August 29, 2022
Pathology Building Efficient CNN Architectures for Histopathology Images Analysis: A Case-Study in Tumor-Infiltrating Lymphocytes Classification. June 17, 2022
Epidemiology | Informatics | Pathology An Expandable Informatics Framework for Enhancing Central Cancer Registries with Digital Pathology Specimens, Computational Imaging Tools, and Advanced Mining Capabilities. February 9, 2022
Gastroenterology | Hepatology State of machine and deep learning in histopathological applications in digestive diseases. June 7, 2021
Addiction Medicine | Informatics | Public Health Identifying risk of opioid use disorder for patients taking opioid medications with deep learning. April 30, 2021
Clinical Decision Support | Informatics Predicting Opioid Overdose Risk of Patients with Opioid Prescriptions Using Electronic Health Records Based on Temporal Deep Learning. March 12, 2021
Pathology | Radiology AI in Medical Imaging Informatics: Current Challenges and Future Directions. July 1, 2020
Biomedical Informatics | Coding | Population Health Deep Learning on Electronic Health Records to Improve Disease Coding Accuracy. July 1, 2019