Clinical Risk Prediction | Healthcare | Medical Informatics Multimodal risk prediction with physiological signals, medical images and clinical notes. March 8, 2024
Clinical NLP | EHR Data Analysis | Medication Extraction Influence of Context in Transformer-Based Medication Relation Extraction. January 25, 2024
Clinical Informatics | Critical Care Medicine Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks. November 28, 2022
Medical Informatics | Oncology MetBERT: a generalizable and pre-trained deep learning model for the prediction of metastatic cancer from clinical notes. July 20, 2022
Pediatrics | Public Health Obesity Prediction with EHR Data: A deep learning approach with interpretable elements. June 27, 2022
Ophthalmology Looking for low vision: Predicting visual prognosis by fusing structured and free-text data from electronic health records. January 9, 2022
Epidemiology | Machine Learning | Neurology Deep neural network models for identifying incident dementia using claims and EHR datasets. September 24, 2020
Biomedical Informatics | Health Informatics | Informatics Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies. September 15, 2020
Informatics | Pediatrics Interpreting patient-Specific risk prediction using contextual decomposition of BiLSTMs: application to children with asthma. November 9, 2019
Data Science | Neurology | Psychiatry Analysis of risk factor domains in psychosis patient health records. November 1, 2019
Cardiology | Health Informatics | Predictive Medicine A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set. November 14, 2018
Hospital Medicine | Rheumatology Predicting hospital readmission for lupus patients: An RNN-LSTM-based deep-learning methodology. September 17, 2018