Ben J. Marafino

发表

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, 2015, J. Biomed. Informatics.

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

Ben J. Marafino, R. Adams Dudley, Jason M. Davies, 2014, J. Am. Medical Informatics Assoc..

A Causal Machine Learning Framework for Predicting Preventable Hospital Readmissions

Ben J. Marafino, Gabriel J. Escobar, Alejandro Schuler, 2020 .

Accurate and interpretable intensive care risk adjustment for fused clinical data with generalized additive models

Ben J. Marafino, R. Adams Dudley, Nigam H. Shah, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk

Ben J. Marafino, Nigam H. Shah, Adrien Coulet, 2018, AIES.

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

Ben J. Marafino, W. John Boscardin, R. Adams Dudley, 2018, JAMA network open.

Predicting preventable hospital readmissions with causal machine learning.

Ben J. Marafino, G. Escobar, V. Liu, 2020, Health services research.

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

Ben J. Marafino, W. J. Boscardin, R. Dudley, 2015 .

Thirty-day hospital readmissions in systemic lupus erythematosus: predictors and hospital-and variation.

Ben J. Marafino, Naomi S. Bardach, Mitzi L. Dean, 2014 .

Variation In Quality Of Care Provided During Commercial Virtual Visits In Urgent Care: A Standardized Patient Audit Study Variation In Quality Of Care Provided During Commercial Virtual Visits In Urgent Care: A Standardized Patient Audit Study

Ben J. Marafino, Naomi S. Bardach, W. J. Boscardin, 2016 .

OP-JAMI210120 2423..2432

Ben J. Marafino, Conor K. Corbin, Jonathan H. Chen, 2021 .

C REATING F AIR M ODELS OF A THEROSCLEROTIC C ARDIOVASCULAR D ISEASE

Ben J. Marafino, S. Pfohl, 2022 .

Rib Fracture Frailty Index: A risk stratification tool for geriatric patients with multiple rib fractures

Ben J. Marafino, D. Spain, M. Baiocchi, 2021, The journal of trauma and acute care surgery.

Variation in Quality of Urgent Health Care Provided During Commercial Virtual Visits.

Ben J. Marafino, Grace A Lin, Naomi S. Bardach, 2016, JAMA internal medicine.

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

Ben J. Marafino, Jinoos Yazdany, Naomi S. Bardach, 2014, Arthritis & rheumatology.

Developing machine learning models to personalize care levels among emergency room patients for hospital admission

Ben J. Marafino, Conor K Corbin, Michael Baiocchi, 2021, J. Am. Medical Informatics Assoc..

Evaluation of an intervention targeted with predictive analytics to prevent readmissions in an integrated health system: observational study

Ben J. Marafino, G. Escobar, A. Schuler, 2021, BMJ.

A Causal Machine Learning Framework for Predicting Preventable Hospital Readmissions

Ben J. Marafino, G. Escobar, V. Liu, 2020, 2005.14409.

Accurate and interpretable intensive care risk adjustment for fused clinical data with generalized additive models

Ben J. Marafino, Jonathan H. Chen, N. Shah, 2018, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

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

Ben J. Marafino, R. Dudley, W. Boscardin, 2015, J. Biomed. Informatics.

Receipt of Intravenous Iron and Clinical Outcomes among Hemodialysis Patients Hospitalized for Infection.

Ben J. Marafino, Lorien S. Dalrymple, C. McCulloch, 2015, Clinical journal of the American Society of Nephrology : CJASN.