Pediatrics | Psychiatry Dimensional measures of psychopathology in children and adolescents using large language models. June 12, 2024
Natural Language Processing | Oncology | Radiology Natural language processing pipeline to extract prostate cancer-related information from clinical notes. June 6, 2024
Clinical Informatics | Health Informatics Filling the gaps: leveraging large language models for temporal harmonization of clinical text across multiple medical visits for clinical prediction. May 20, 2024
Geriatrics | Machine Learning | Natural Language Processing | Neurology Enhancing Early Detection of Cognitive Decline in the Elderly through Ensemble of NLP Techniques: A Comparative Study Utilizing Large Language Models in Clinical Notes. April 18, 2024
Neurology | Psychiatry Transparent deep learning to identify autism spectrum disorders (ASD) in EHR using clinical notes. April 16, 2024
Biomedical Text Extraction | Natural Language Processing (NLP) | Pharmacovigilance Extracting adverse drug events from clinical Notes: A systematic review of approaches used. February 8, 2024
Clinical Informatics | Healthcare Technology | Medical NLP Detection of Medication Mentions and Medication Change Events in Clinical Notes Using Transformer-Based Models. January 25, 2024
Biomedical Sciences | Clinical Informatics | Natural Language Processing Enhancing Phenotype Recognition in Clinical Notes Using Large Language Models: PhenoBCBERT and PhenoGPT. November 21, 2023
Clinical Informatics Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning. October 11, 2023
Clinical Informatics | Data Science | Psychiatry Identifying suicide documentation in clinical notes through zero-shot learning. September 14, 2023
Clinical Informatics | Natural Language Processing | Oncology Transformers for extracting breast cancer information from Spanish clinical narratives. September 6, 2023
Clinical Coding | Health Informatics | Medical data analysis Automatic International Classification of Diseases Coding via Note-Code Interaction Network with Denoising Mechanism. August 11, 2023