Santiago Romero-Brufau

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Venues

Journal of the American Medical Informatics Association : JAMIA

NPJ digital medicine

Antimicrobial agents and chemotherapy

BMJ open

Mayo Clinic

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Mayo Clinic

United States

Research Associate :: Healthcare Systems Engineering Program. Center for the Science of Healthcare Delivery

Publications

Mukund Poddar, Jayson S Marwaha, William Yuan, Santiago Romero-Brufau, Gabriel A Brat
An operational guide to translational clinical machine learning in academic medical centers. NPJ digital medicine 7 (1) (2024)
Mukund Poddar, Jayson S Marwaha, William Yuan, Santiago Romero-Brufau, Gabriel A Brat
An operational guide to translational clinical machine learning in academic medical centers. NPJ digital medicine 7 (1) (2024)
Maria Isabel Tejeda, Javier Fernández, Pablo Valledor, Cristina Almirall, José Barberán, Santiago Romero-Brufau
Retrospective validation study of a machine learning-based software for empirical and organism-targeted antibiotic therapy selection. Antimicrobial agents and chemotherapy (2024)
Mukund Poddar, Jayson S Marwaha, William Yuan, Santiago Romero-Brufau, Gabriel A Brat
An operational guide to translational clinical machine learning in academic medical centers. NPJ digital medicine 7 (1) (2024)
Young J Juhn, Euijung Ryu, Chung-Il Wi, Katherine S King, Momin M Malik, Santiago Romero-Brufau, Chunhua Weng, Sunghwan Sohn, Richard R Sharp, John D Halamka
Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index. Journal of the American Medical Informatics Association : JAMIA 29 (7) (2022)
Michael Elgart, Genevieve Lyons, Santiago Romero-Brufau, Nuzulul Kurniansyah, Jennifer A Brody, Xiuqing Guo, Henry J Lin, Laura M Raffield, Yan Gao, Han Chen, Paul de Vries, Donald M Lloyd-Jones, Leslie A Lange, Gina M Peloso, Myriam Fornage, Jerome I Rotter, Stephen S Rich, Alanna C Morrison, Bruce M Psaty, Daniel Levy, Susan Redline, null null, Tamar Sofer
Non-linear machine learning models incorporating SNPs and PRS improve polygenic prediction in diverse human populations. Communications biology 5 (1) (2022)
Santiago Romero-Brufau, Ayush Chopra, Alexander J Ryu, Esma Gel, Ramesh Raskar, Walter K Kremers, Karen S Anderson, Jayakumar Subramanian, Balaji Krishnamurthy, Abhishek Singh, Kalyan S Pasupathy, Yue Dong, John C O'Horo, Walter R Wilson, Oscar J L Mitchell, Thomas C Kingsley
Public health impact of delaying second dose of BNT162b2 or mRNA-1273 covid-19 vaccine: simulation agent based modeling study. BMJ (Clinical research ed.) 373 (2021)
Alexander J Ryu, Santiago Romero-Brufau, Narges Shahraki, Jiawei Zhang, Ray Qian, Thomas C Kingsley
Practical development and operationalization of a 12-hour hospital census prediction algorithm. Journal of the American Medical Informatics Association : JAMIA 28 (9) (2021)
Santiago Romero-Brufau, Daniel Whitford, Matthew G Johnson, Joel Hickman, Bruce W Morlan, Terry Therneau, James Naessens, Jeanne M Huddleston
Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS). Journal of the American Medical Informatics Association : JAMIA 28 (6) (2021)
Santiago Romero-Brufau, Kirk D Wyatt, Patricia Boyum, Mindy Mickelson, Matthew Moore, Cheristi Cognetta-Rieke
What's in a name? A comparison of attitudes towards artificial intelligence (AI) versus augmented human intelligence (AHI). BMC medical informatics and decision making 20 (1) (2020)
Santiago Romero-Brufau, Daniel Whitford, Kevin J Whitford, Dennis M Manning, Jeanne M Huddleston
Identifying patients at risk of inhospital death or hospice transfer for early goals of care discussions in a US referral center: the HELPS model derived from retrospective data. BMJ open 8 (1) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Santiago Romero-Brufau