Machine Learning | Oncology | Radiation Oncology Multi-objective ensemble deep learning using electronic health records to predict outcomes after lung cancer radiotherapy. November 7, 2019
Gynecology | Maternal-Fetal Medicine | Obstetrics Deep Learning Predicts Extreme Preterm Birth from Electronic Health Records. November 3, 2019
Cardiology | Clinical Data Science Deep Representation Learning for Individualized Treatment Effect Estimation using Electronic Health Records. October 14, 2019
Clinical Informatics | Clinical NLP | NLP 2018 n2c2 shared task on adverse drug events and medication extraction in electronic health records. October 4, 2019
Medical Device Surveillance | Orthopedics Medical device surveillance with electronic health records. October 4, 2019
Biomedical Informatics | Clinical Informatics Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)-Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study. September 13, 2019
Endocrinology | Internal Medicine Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records. September 10, 2019
Internal Medicine | Oncology Development of Deep Learning Algorithm for Detection of Colorectal Cancer in EHR Data. August 23, 2019
Cardiology | Intensive Care Medicine Enhancing Prediction Models for One-Year Mortality in Patients with Acute Myocardial Infarction and Post Myocardial Infarction Syndrome. August 23, 2019
Geriatrics | Neurology Early temporal characteristics of elderly patient cognitive impairment in electronic health records. August 14, 2019
Medical Informatics Adverse drug events and medication relation extraction in electronic health records with ensemble deep learning methods. August 7, 2019
Internal Medicine | Nephrology A clinically applicable approach to continuous prediction of future acute kidney injury. August 1, 2019