Ben J. Marafino

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 5

Top Topics

Machine Learning Models

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Minh Nguyen, Conor K. Corbin, Tiffany Eulalio, Nicolai P. Ostberg, Gautam Machiraju, Ben J. Marafino, Michael Baiocchi, Christian Rose, Jonathan H. Chen
Developing machine learning models to personalize care levels among emergency room patients for hospital admission. J. Am. Medical Informatics Assoc. 28 (11) (2021)
Minh Nguyen, Nicolai P. Ostberg, Conor K. Corbin, Tiffany Eulalio, Gautam Machiraju, Ben J. Marafino, Michael Baiocchi, Christian Rose, Jonathan H. Chen
Predicting Level of Care for Emergency Hospital Admissions to Optimize Triage. AMIA (2021)
Ben J. Marafino, Alejandro Schuler, Vincent X. Liu, Art B. Owen, Gabriel J. Escobar, Michael Baiocchi
Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design. AMIA (2021)
Stephen Pfohl, Ben J. Marafino, Adrien Coulet, Fátima Rodriguez, Latha Palaniappan, Nigam H. Shah
Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk. AIES (2019)
Stephen Pfohl, Ben J. Marafino, Adrien Coulet, Fátima Rodriguez, Latha Palaniappan, Nigam H. Shah
Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk. CoRR (2018)
Ben J. Marafino, W. John Boscardin, R. Adams Dudley
Efficient and sparse feature selection for biomedical text classification via the elastic net: Application to ICU risk stratification from nursing notes. J. Biomed. Informatics 54 (2015)
Ben J. Marafino, Jason M. Davies, Naomi S. Bardach, Mitzi L. Dean, R. Adams Dudley
Research and applications: N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit. J. Am. Medical Informatics Assoc. 21 (5) (2014)