Clinical Coding | Medical Informatics Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding. December 8, 2022
Clinical Laboratory Medicine | Infectious Diseases Deep Learning of Dual Plasma Fingerprints for High-Performance Infection Classification. December 5, 2022
Medical Informatics | Pharmacology | Public Health Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications. July 1, 2022
Cardiology A transformer-based deep neural network for arrhythmia detection using continuous ECG signals. March 1, 2022
Geriatrics | Neurology Development and Validation of a Deep Learning Model for Earlier Detection of Cognitive Decline From Clinical Notes in Electronic Health Records. November 18, 2021
Allergy | Health care | Public Health Development and Validation of a Deep Learning Model for Detection of Allergic Reactions Using Safety Event Reports Across Hospitals. November 16, 2020
Engineering | Materials Science | Optics Deep learning modeling approach for metasurfaces with high degrees of freedom. October 29, 2020
Cardiology | Pulmonology | Radiology A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes. December 17, 2019
Health Informatics | Neurology | Palliative Care Development and Validation of a Deep Learning Algorithm for Mortality Prediction in Selecting Patients With Dementia for Earlier Palliative Care Interventions. July 12, 2019