Santiago Romero-Brufau

Biography

Education and Training

• Ph.D., Clinical Informatics
  Universidad de Barcelona and Mayo Clinic
• M.S., Health Data Science
  Harvard T.H. Chan School of Public Health
• M.D., Medicine
  Universidad de Sevilla
• B.S., Aeronautical Engineering
  Universidad de Sevilla

Publications

• 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

• 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

• 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

• 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

• 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