Clinical Informatics Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning. October 11, 2023
Clinical Informatics | Deep Learning | Medical Coding | Natural Language Processing Application of specialized word embeddings and named entity and attribute recognition to the problem of unsupervised automated clinical coding. September 18, 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 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 Informatics | Data Science | Pharmacology Machine-learning-based adverse drug event prediction from observational health data: a review. July 19, 2023
Clinical Informatics | Emergency Medicine Characterizing the Importance of Hematologic Biomarkers in Screening for Severe Sepsis using Machine Learning Interpretability Methods. July 3, 2023
Clinical Informatics | Natural Language Processing | Oncology Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes. June 23, 2023
Cardiology | Clinical Informatics Representation of time-varying and time-invariant EMR data and its application in modeling outcome prediction for heart failure patients. June 20, 2023
Clinical Informatics | Intensive Care Medicine Development of a dynamic prediction model for unplanned ICU admission and mortality in hospitalized patients. June 9, 2023
Clinical Informatics | Internal Medicine | Medical AI LGTRL-DE: Local and Global Temporal Representation Learning with Demographic Embedding for in-hospital mortality prediction. June 9, 2023
Clinical Informatics | NLP A deep learning approach for medication disposition and corresponding attributes extraction. May 17, 2023