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Santiago Romero Brufau

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Biography
education and training
Harvard T.H. Chan School of Public Health, Boston, MAM.S.05/2021Health Data Science
Universidad de Barcelona and Mayo Clinic, Rochester, MNPh.D.05/2019Clinical Informatics
Universidad de Sevilla, SevillaM.D.07/2012Medicine
Universidad de Sevilla, Sevilla, SpainB.S.09/2006Aeronautical Engineering

Bibliographic
selected publications
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Sundar S, Schwab P, Tan JZH, Romero-Brufau S, Celi LA, Wangmo D, Penna ND. Forecasting the COVID-19 Pandemic: Lessons learned and future directions. medRxiv. 2021 Nov 09. PMID: 34806093; PMCID: PMC8603143.
    Citations:    
  2. Ryu AJ, Romero-Brufau S, Shahraki N, Zhang J, Qian R, Kingsley TC. Practical development and operationalization of a 12-hour hospital census prediction algorithm. J Am Med Inform Assoc. 2021 08 13; 28(9):1977-1981. PMID: 34151986; PMCID: PMC8344501.
    Citations: 1     Fields:    Translation:Humans
  3. Huang K, Gray TF, Romero-Brufau S, Tulsky JA, Lindvall C. Using nursing notes to improve clinical outcome prediction in intensive care patients: A retrospective cohort study. J Am Med Inform Assoc. 2021 07 30; 28(8):1660-1666. PMID: 33880557.
    Citations: 1     Fields:    Translation:Humans
  4. Romero-Brufau S, Whitford D, Johnson MG, Hickman J, Morlan BW, Therneau T, Naessens J, Huddleston JM. Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS). J Am Med Inform Assoc. 2021 06 12; 28(6):1207-1215. PMID: 33638343; PMCID: PMC8661441.
    Citations: 3     Fields:    Translation:Humans
  5. 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. Public health impact of delaying second dose of BNT162b2 or mRNA-1273 covid-19 vaccine: simulation agent based modeling study. BMJ. 2021 05 12; 373:n1087. PMID: 33980718; PMCID: PMC8114182.
    Citations: 18     Fields:    Translation:HumansCellsPHPublic Health
  6. Romero-Brufau S, Wyatt KD, Boyum P, Mickelson M, Moore M, Cognetta-Rieke C. Implementation of Artificial Intelligence-Based Clinical Decision Support to Reduce Hospital Readmissions at a Regional Hospital. Appl Clin Inform. 2020 08; 11(4):570-577. PMID: 32877943.
    Citations: 4     Fields:    Translation:Humans
  7. Van De Wyngaerde KM, Lee MK, Jacobson GP, Pasupathy K, Romero-Brufau S, McCaslin DL. The Component Structure of the Dizziness Handicap Inventory (DHI): A Reappraisal. Otol Neurotol. 2019 10; 40(9):1217-1223. PMID: 31469793.
    Citations: 4     Fields:    Translation:Humans
  8. Romero-Brufau S, Gaines K, Nicolas CT, Johnson MG, Hickman J, Huddleston JM. The fifth vital sign? Nurse worry predicts inpatient deterioration within 24 hours. JAMIA Open. 2019 Dec; 2(4):465-470. PMID: 32025643; PMCID: PMC6994008.
    Citations: 10     
  9. Kipnis P, Turk BJ, Wulf DA, LaGuardia JC, Liu V, Churpek MM, Romero-Brufau S, Escobar GJ. Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU. J Biomed Inform. 2016 12; 64:10-19. PMID: 27658885.
    Citations: 44     Fields:    Translation:Humans
  10. Romero-Brufau S, Huddleston JM, Escobar GJ, Liebow M. Why the C-statistic is not informative to evaluate early warning scores and what metrics to use. Crit Care. 2015 Aug 13; 19:285. PMID: 26268570.
    Citations: 53     Fields:    Translation:Humans
  11. Romero-Brufau S, Huddleston JM, Naessens JM, Johnson MG, Hickman J, Morlan BW, Jensen JB, Caples SM, Elmer JL, Schmidt JA, Morgenthaler TI, Santrach PJ. Widely used track and trigger scores: are they ready for automation in practice? Resuscitation. 2014 Apr; 85(4):549-52. PMID: 24412159.
    Citations: 22     Fields:    Translation:Humans
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