Clinical Informatics | Natural Language Processing | Substance Abuse Backdoor Adjustment of Confounding by Provenance for Robust Text Classification of Multi-institutional Clinical Notes. January 15, 2024
Biomedical Informatics | Clinical Research LeafAI: query generator for clinical cohort discovery rivaling a human programmer. August 7, 2023
Healthcare | Informatics Leveraging natural language processing to augment structured social determinants of health data in the electronic health record. May 2, 2023
Health Informatics The 2022 n2c2/UW shared task on extracting social determinants of health. February 16, 2023
Radiology Event-Based Clinical Finding Extraction from Radiology Reports with Pre-trained Language Model. October 17, 2022
Radiology Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation. March 21, 2022
Radiology Extraction and Analysis of Clinically Important Follow-up Recommendations in a Large Radiology Dataset. June 1, 2020
Clinical Informatics | Machine Learning | Medical knowledge representation Adversarial Learning of Knowledge Embeddings for the Unified Medical Language System. July 1, 2019