Clinical Informatics | Health Information Technology DI++: A deep learning system for patient condition identification in clinical notes. January 9, 2022
Critical Care Medicine Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis. May 3, 2021
Bioinformatics | Biomedicine GHS-NET A Generic Hybridized Shallow Neural Network for Multi-Label Biomedical Text Classification. February 18, 2021
Electronic Health Records | Machine Learning | Natural Language Processing | Psychiatry Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation. February 13, 2021
Medical Informatics | Natural Language Processing Extraction of Family History Information From Clinical Notes: Deep Learning and Heuristics Approach. December 29, 2020
Clinical Informatics | Natural Language Processing Identification of Semantically Similar Sentences in Clinical Notes: Iterative Intermediate Training Using Multi-Task Learning. November 27, 2020
Medical Informatics | Psychiatry Identifying and Predicting Intentional Self-Harm in Electronic Health Record Clinical Notes: Deep Learning Approach. July 31, 2020
Clinical Informatics | Health Information Management Active Deep Learning to Detect Demographic Traits in Free-Form Clinical Notes. May 19, 2020
Clinical Informatics | Healthcare AI | Medical Data Mining Harmonized Representation Learning on Dynamic EHR Graphs. April 27, 2020
Clinical Decision Support | Pharmacovigilance Leveraging Contextual Information in Extracting Long Distance Relations from Clinical Notes. April 20, 2020
Informatics | Primary Care Identifying Acute Low Back Pain Episodes in Primary Care Practice From Clinical Notes: Observational Study. March 4, 2020
Critical Care | Informatics A customizable deep learning model for nosocomial risk prediction from critical care notes with indirect supervision. February 17, 2020