Clinical Informatics | Computational Oncology | Genomics Oncotree2vec – a method for embedding and clustering of tumor mutation trees. June 28, 2024
Clinical Informatics | Healthcare Transformers and large language models in healthcare: A review. June 15, 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
Cardiology | Clinical Informatics A Deep Learning Approach for Automated Extraction of Functional Status and New York Heart Association Class for Heart Failure Patients During Clinical Encounters. April 18, 2024
Clinical Informatics | Machine Learning | Psychiatry Detection of Personal and Family History of Suicidal Thoughts and Behaviors using Deep Learning and Natural Language Processing: A Multi-Site Study. April 1, 2024
Clinical Informatics | Neurology Automatic quantitative stroke severity assessment based on Chinese clinical named entity recognition with domain-adaptive pre-trained large language model. March 29, 2024
Clinical Informatics | Medical Informatics Word sense disambiguation of acronyms in clinical narratives. March 14, 2024
Clinical Informatics | Healthcare | Language Technology Neural machine translation of clinical text: an empirical investigation into multilingual pre-trained language models and transfer-learning. March 12, 2024
Clinical Informatics | Data Science | Health Informatics Development and Validation of a Natural Language Processing Algorithm to Pseudonymize Documents in the Context of a Clinical Data Warehouse. March 5, 2024
Clinical Informatics | Healthcare Data Management Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervision and deep learning models. February 16, 2024
Clinical Informatics | Nephrology Transformer-based time-to-event prediction for chronic kidney disease deterioration. February 13, 2024
Clinical Informatics | Health Informatics EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records. February 8, 2024