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Big data and machine learning in critical care: Opportunities for collaborative research.
Organizing Committee of the Madrid 2017 Critical Care Datathon; Núñez Reiz A, Martínez Sagasti F, Álvarez González M, Blesa Malpica A, Martín Benítez JC, Nieto Cabrera M, Del Pino Ramírez Á, Gil Perdomo JM, Prada Alonso J, Celi LA, Armengol de la Hoz MÁ, Deliberato R, Paik K, Pollard T, Raffa J, Torres F, Mayol J, Chafer J, González Ferrer A, Rey Á, González Luengo H, Fico G, Lombroni I, Hernandez L, López L, Merino B, Cabrera MF, Arredondo MT, Bodí M, Gómez J, Rodríguez A, Sánchez García M. Organizing Committee of the Madrid 2017 Critical Care Datathon, et al. Among authors: pollard t. Med Intensiva (Engl Ed). 2019 Jan-Feb;43(1):52-57. doi: 10.1016/j.medin.2018.06.002. Epub 2018 Aug 2. Med Intensiva (Engl Ed). 2019. PMID: 30077427 English, Spanish.
Making big data useful for health care: a summary of the inaugural mit critical data conference.
Badawi O, Brennan T, Celi LA, Feng M, Ghassemi M, Ippolito A, Johnson A, Mark RG, Mayaud L, Moody G, Moses C, Naumann T, Pimentel M, Pollard TJ, Santos M, Stone DJ, Zimolzak A; MIT Critical Data Conference 2014 Organizing Committee. Badawi O, et al. Among authors: pollard tj. JMIR Med Inform. 2014 Aug 22;2(2):e22. doi: 10.2196/medinform.3447. JMIR Med Inform. 2014. PMID: 25600172 Free PMC article.
Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference.
Badawi O, Brennan T, Celi LA, Feng M, Ghassemi M, Ippolito A, Johnson A, Mark RG, Mayaud L, Moody G, Moses C, Naumann T, Nikore V, Pimentel M, Pollard TJ, Santos M, Stone DJ, Zimolzak A; MIT Critical Data Conference 2014 Organizing Committee. Badawi O, et al. Among authors: pollard tj. JMIR Med Inform. 2015 Jan 21;3(1):e6. doi: 10.2196/medinform.4226. JMIR Med Inform. 2015. PMID: 25608565 Free PMC article. No abstract available.
A "datathon" model to support cross-disciplinary collaboration.
Aboab J, Celi LA, Charlton P, Feng M, Ghassemi M, Marshall DC, Mayaud L, Naumann T, McCague N, Paik KE, Pollard TJ, Resche-Rigon M, Salciccioli JD, Stone DJ. Aboab J, et al. Among authors: pollard tj. Sci Transl Med. 2016 Apr 6;8(333):333ps8. doi: 10.1126/scitranslmed.aad9072. Sci Transl Med. 2016. PMID: 27053770 Free PMC article. Review.
MIMIC-III, a freely accessible critical care database.
Johnson AE, Pollard TJ, Shen L, Lehman LW, Feng M, Ghassemi M, Moody B, Szolovits P, Celi LA, Mark RG. Johnson AE, et al. Sci Data. 2016 May 24;3:160035. doi: 10.1038/sdata.2016.35. Sci Data. 2016. PMID: 27219127 Free PMC article.
Datathons and Software to Promote Reproducible Research.
Celi LA, Lokhandwala S, Montgomery R, Moses C, Naumann T, Pollard T, Spitz D, Stretch R. Celi LA, et al. Among authors: pollard t. J Med Internet Res. 2016 Aug 24;18(8):e230. doi: 10.2196/jmir.6365. J Med Internet Res. 2016. PMID: 27558834 Free PMC article.
Bridging the Health Data Divide.
Celi LA, Davidzon G, Johnson AE, Komorowski M, Marshall DC, Nair SS, Phillips CT, Pollard TJ, Raffa JD, Salciccioli JD, Salgueiro FM, Stone DJ. Celi LA, et al. Among authors: pollard tj. J Med Internet Res. 2016 Dec 20;18(12):e325. doi: 10.2196/jmir.6400. J Med Internet Res. 2016. PMID: 27998877 Free PMC article.
725 results