Forecasting the COVID-19 Pandemic: Lessons learned and future directions.
Sundar S, Schwab P, Tan JZH, Romero-Brufau S, Celi LA, Wangmo D, Penna ND.
medRxiv. 2021 Nov 09. PMID: 34806093
Adjunct Faculty
Santiago Romero-Brufau
Links
Education and Training
Ph.D., 05/2019, Clinical Informatics
Universidad de Barcelona and Mayo Clinic, Rochester, MN
M.S., 05/2021, Health Data Science
Harvard T.H. Chan School of Public Health, Boston, MA
M.D., 07/2012, Medicine
Universidad de Sevilla, Sevilla
B.S., 09/2006, Aeronautical Engineering
Universidad de Sevilla, Sevilla, Spain
Bibliography
Practical development and operationalization of a 12-hour hospital census prediction algorithm.
Ryu AJ, Romero-Brufau S, Shahraki N, Zhang J, Qian R, Kingsley TC.
J Am Med Inform Assoc. 2021 08 13. 28(9):1977-1981. PMID: 34151986
Using nursing notes to improve clinical outcome prediction in intensive care patients: A retrospective cohort study.
Huang K, Gray TF, Romero-Brufau S, Tulsky JA, Lindvall C.
J Am Med Inform Assoc. 2021 07 30. 28(8):1660-1666. PMID: 33880557
Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS).
Romero-Brufau S, Whitford D, Johnson MG, Hickman J, Morlan BW, Therneau T, Naessens J, Huddleston JM.
J Am Med Inform Assoc. 2021 06 12. 28(6):1207-1215. PMID: 33638343
Public health impact of delaying second dose of BNT162b2 or mRNA-1273 covid-19 vaccine: simulation agent based modeling study.
Romero-Brufau S, Chopra A, Ryu AJ, Gel E, Raskar R, Kremers W, Anderson KS, Subramanian J, Krishnamurthy B, Singh A, Pasupathy K, Dong Y, O'Horo JC, Wilson WR, Mitchell O, Kingsley TC.
BMJ. 2021 05 12. 373:n1087. PMID: 33980718
Implementation of Artificial Intelligence-Based Clinical Decision Support to Reduce Hospital Readmissions at a Regional Hospital.
Romero-Brufau S, Wyatt KD, Boyum P, Mickelson M, Moore M, Cognetta-Rieke C.
Appl Clin Inform. 2020 08. 11(4):570-577. PMID: 32877943
The Component Structure of the Dizziness Handicap Inventory (DHI): A Reappraisal.
Van De Wyngaerde KM, Lee MK, Jacobson GP, Pasupathy K, Romero-Brufau S, McCaslin DL.
Otol Neurotol. 2019 10. 40(9):1217-1223. PMID: 31469793
The fifth vital sign? Nurse worry predicts inpatient deterioration within 24 hours.
Romero-Brufau S, Gaines K, Nicolas CT, Johnson MG, Hickman J, Huddleston JM.
JAMIA Open. 2019 Dec. 2(4):465-470. PMID: 32025643
Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU.
Kipnis P, Turk BJ, Wulf DA, LaGuardia JC, Liu V, Churpek MM, Romero-Brufau S, Escobar GJ.
J Biomed Inform. 2016 12. 64:10-19. PMID: 27658885
Why the C-statistic is not informative to evaluate early warning scores and what metrics to use.
Romero-Brufau S, Huddleston JM, Escobar GJ, Liebow M.
Crit Care. 2015 Aug 13. 19:285. PMID: 26268570