Neurology | Radiology Extraction of Radiological Characteristics From Free-Text Imaging Reports Using Natural Language Processing Among Patients With Ischemic and Hemorrhagic Stroke: Algorithm Development and Validation. June 14, 2024
Neuroradiology | Radiology Exploring the performance and explainability of fine-tuned BERT models for neuroradiology protocol assignment. February 7, 2024
Ophthalmology Automated Recognition of Visual Acuity Measurements in Ophthalmology Clinical Notes Using Deep Learning. October 23, 2023
Clinical Informatics | Machine Learning | Pharmacology Generalizability of machine learning methods in detecting adverse drug events from clinical narratives in electronic medical records. July 28, 2023
Clinical Medicine | Medical Informatics Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study. November 10, 2022
Clinical Informatics | Medical Informatics | Phenotyping Phenotyping in clinical text with unsupervised numerical reasoning for patient stratification. October 11, 2022
Health Informatics | Ophthalmology Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam. September 30, 2022
Bioinformatics | Clinical Informatics | Health Informatics Modelling patient trajectories using multimodal information. September 23, 2022
Clinical Informatics | Health Informatics | Natural Language Processing Deep learning-based NLP data pipeline for EHR-scanned document information extraction. June 15, 2022
Biomedical Informatics | Clinical Informatics | Natural Language Processing Benchmarking Effectiveness and Efficiency of Deep Learning Models for Semantic Textual Similarity in the Clinical Domain: Validation Study. December 30, 2021
Data Science | Health Informatics | Public Health Aspect Based Twitter Sentiment Analysis on Vaccination and Vaccine Types in COVID-19 Pandemic with Deep Learning. December 7, 2021
Health Informatics | Machine Learning | Medical Records Automatic classification of scanned electronic health record documents. October 22, 2020