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
Digital Pathology | Oncology | Pathology Convolutional autoencoder based model HistoCAE for segmentation of viable tumor regions in liver whole-slide images. January 9, 2021
Endocrinology | Medical Informatics Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach. December 17, 2020
Addiction Medicine | Digital Health | Psychiatry Detection of Suicidality Among Opioid Users on Reddit: Machine Learning-Based Approach. November 27, 2020
Neurology | Radiation Therapy | Radiology AUTOMATIC BRAIN ORGAN SEGMENTATION WITH 3D FULLY CONVOLUTIONAL NEURAL NETWORK FOR RADIATION THERAPY TREATMENT PLANNING. August 17, 2020
Pathology | Radiology Deep-learning-based accurate hepatic steatosis quantification for histological assessment of liver biopsies. July 14, 2020
Health Informatics | Machine Learning | Public Health Machine Learning Based Opioid Overdose Prediction Using Electronic Health Records. April 20, 2020
Biomedical Informatics | Coding | Population Health Deep Learning on Electronic Health Records to Improve Disease Coding Accuracy. July 1, 2019