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
Clinical Informatics | End-of-Life Care | Oncology | Palliative Care Deep Learning Prediction Model for Patient Survival Outcomes in Palliative Care Using Actigraphy Data and Clinical Information. May 16, 2023
Clinical Informatics | Medical Research Ontology-driven and weakly supervised rare disease identification from clinical notes. May 5, 2023
Cardiology | Clinical Informatics Heart disease risk factors detection from electronic health records using advanced NLP and deep learning techniques. May 3, 2023
Clinical Informatics | Precision Medicine Enriching representation learning using 53 million patient notes through human phenotype ontology embedding. April 26, 2023
Clinical Informatics | Natural Language Processing | Pharmacology Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures. April 26, 2023
Clinical Decision Support | Clinical Informatics Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults. April 20, 2023
Clinical Informatics | Diabetology | Endocrinology A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q-Learning to Improve Type 1 Diabetes Management. April 7, 2023
Clinical Informatics | Healthcare Technology Discharge summary hospital course summarisation of in patient Electronic Health Record text with clinical concept guided deep pre-trained Transformer models. April 6, 2023