Ben J. Marafino

Validation of Prediction Models for Critical Care Outcomes Using Natural Language Processing of Electronic Health Record Data

Ben J. Marafino, Miran Park, Jason M. Davies et al. · JAMA Network Open · 2018 · 124 citations · Full text

Computing, Computer Science, Health Informatics +16

Autism Diagnosis Among US Children and Adults, 2011-2022

Luke P. Grosvenor, Lisa Croen, Frances L. Lynch et al. · JAMA Network Open · 2024 · 90 citations · Full text

Medicine, Child Health, Pediatrics +8

N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit

Ben J. Marafino, Jason M. Davies, Naomi S. Bardach et al. · Journal of the American Medical Informatics Association · 2014 · 84 citations · Full text

Computing, Biomedical Informatics, Computer Science +17

Efficient and sparse feature selection for biomedical text classification via the elastic net: Application to ICU risk stratification from nursing notes

Ben J. Marafino, W. John Boscardin, R. Adams Dudley · Journal of Biomedical Informatics · 2015 · 72 citations

Computing, Biomedical Informatics, Health Informatics +14

Thirty‐Day Hospital Readmissions in Systemic Lupus Erythematosus: Predictors and Hospital‐ and State‐Level Variation

Jinoos Yazdany, Ben J. Marafino, Mitzi L. Dean et al. · Arthritis & Rheumatology · 2014 · 71 citations · Full text

Medicine, Internal Medicine, Clinical Epidemiology +15