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Tom J Pollard, Ph.D.

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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. Johnson AEW, Bulgarelli L, Shen L, Gayles A, Shammout A, Horng S, Pollard TJ, Moody B, Gow B, Lehman LH, Celi LA, Mark RG. Author Correction: MIMIC-IV, a freely accessible electronic health record dataset. Sci Data. 2023 Jan 16; 10(1):31. PMID: 36646711; PMCID: PMC9842744.
    Citations:    Fields:    
  2. Johnson AEW, Bulgarelli L, Shen L, Gayles A, Shammout A, Horng S, Pollard TJ, Moody B, Gow B, Lehman LH, Celi LA, Mark RG. MIMIC-IV, a freely accessible electronic health record dataset. Sci Data. 2023 01 03; 10(1):1. PMID: 36596836; PMCID: PMC9810617.
    Citations: 2     Fields:    Translation:Humans
  3. Raffa JD, Johnson AEW, O'Brien Z, Pollard TJ, Mark RG, Celi LA, Pilcher D, Badawi O. The authors reply. Crit Care Med. 2022 Nov 01; 50(11):e801-e802. PMID: 36227051.
    Citations:    Fields:    
  4. Vistisen ST, Pollard TJ, Harris S, Lauritsen SM. Artificial intelligence in the clinical setting: Towards actual implementation of reliable outcome predictions. Eur J Anaesthesiol. 2022 09 01; 39(9):729-732. PMID: 35919024.
    Citations:    Fields:    Translation:Humans
  5. Raffa JD, Johnson AEW, O'Brien Z, Pollard TJ, Mark RG, Celi LA, Pilcher D, Badawi O. The Global Open Source Severity of Illness Score (GOSSIS). Crit Care Med. 2022 07 01; 50(7):1040-1050. PMID: 35354159; PMCID: PMC9233021.
    Citations: 1     Fields:    Translation:Humans
  6. Swart P, Deliberato RO, Johnson AEW, Pollard TJ, Bulgarelli L, Pelosi P, de Abreu MG, Schultz MJ, Neto AS. Impact of sex on use of low tidal volume ventilation in invasively ventilated ICU patients-A mediation analysis using two observational cohorts. PLoS One. 2021; 16(7):e0253933. PMID: 34260619; PMCID: PMC8279424.
    Citations: 3     Fields:    Translation:Humans
  7. Vistisen ST, Pollard TJ, Enevoldsen J, Scheeren TWL. VitalDB: fostering collaboration in anaesthesia research. Br J Anaesth. 2021 08; 127(2):184-187. PMID: 33888300.
    Citations: 2     Fields:    Translation:Humans
  8. Kuo PC, Tsai CC, López DM, Karargyris A, Pollard TJ, Johnson AEW, Celi LA. Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph. NPJ Digit Med. 2021 Feb 15; 4(1):25. PMID: 33589700; PMCID: PMC7884693.
    Citations: 3     
  9. Panch T, Pollard TJ, Mattie H, Lindemer E, Keane PA, Celi LA. "Yes, but will it work for my patients?" Driving clinically relevant research with benchmark datasets. NPJ Digit Med. 2020; 3:87. PMID: 32577534; PMCID: PMC7305156.
    Citations: 4     
  10. Johnson AEW, Bulgarelli L, Pollard TJ. Deidentification of free-text medical records using pre-trained bidirectional transformers. Proc ACM Conf Health Inference Learn (2020). 2020 Apr; 2020:214-221. PMID: 34350426; PMCID: PMC8330601.
    Citations: 3     
  11. Johnson AEW, Pollard TJ, Berkowitz SJ, Greenbaum NR, Lungren MP, Deng CY, Mark RG, Horng S. MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports. Sci Data. 2019 12 12; 6(1):317. PMID: 31831740.
    Citations: 52     Fields:    Translation:Humans
  12. Serpa Neto A, Deliberato RO, Johnson AE, Pollard TJ, Celi LA, Pelosi P, Gama de Abreu M, Schultz MJ. Normalization of mechanical power to anthropometric indices: impact on its association with mortality in critically ill patients. Intensive Care Med. 2019 12; 45(12):1835-1837. PMID: 31595350.
    Citations: 1     Fields:    Translation:Humans
  13. Pollard TJ, Chen I, Wiens J, Horng S, Wong D, Ghassemi M, Mattie H, Lindemer E, Panch T. Turning the crank for machine learning: ease, at what expense? Lancet Digit Health. 2019 09; 1(5):e198-e199. PMID: 33323266.
    Citations: 2     Fields:    Translation:Humans
  14. Celi LA, Citi L, Ghassemi M, Pollard TJ. The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data. PLoS One. 2019; 14(1):e0210232. PMID: 30645625; PMCID: PMC6333339.
    Citations: 7     Fields:    Translation:Humans
  15. Serpa Neto A, Deliberato RO, Johnson AEW, Bos LD, Amorim P, Pereira SM, Cazati DC, Cordioli RL, Correa TD, Pollard TJ, Schettino GPP, Timenetsky KT, Celi LA, Pelosi P, Gama de Abreu M, Schultz MJ. Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts. Intensive Care Med. 2018 Nov; 44(11):1914-1922. PMID: 30291378.
    Citations: 98     Fields:    Translation:Humans
  16. Pollard TJ, Johnson AEW, Raffa JD, Celi LA, Mark RG, Badawi O. The eICU Collaborative Research Database, a freely available multi-center database for critical care research. Sci Data. 2018 09 11; 5:180178. PMID: 30204154.
    Citations: 180     Fields:    Translation:Humans
  17. Pollard TJ, Johnson AEW, Raffa JD, Mark RG. tableone: An open source Python package for producing summary statistics for research papers. JAMIA Open. 2018 Jul; 1(1):26-31. PMID: 31984317; PMCID: PMC6951995.
    Citations: 34     
  18. Johnson AEW, Aboab J, Raffa JD, Pollard TJ, Deliberato RO, Celi LA, Stone DJ. A Comparative Analysis of Sepsis Identification Methods in an Electronic Database. Crit Care Med. 2018 04; 46(4):494-499. PMID: 29303796; PMCID: PMC5851804.
    Citations: 49     Fields:    Translation:Humans
  19. Johnson AE, Stone DJ, Celi LA, Pollard TJ. The MIMIC Code Repository: enabling reproducibility in critical care research. J Am Med Inform Assoc. 2018 01 01; 25(1):32-39. PMID: 29036464.
    Citations: 76     Fields:    Translation:Humans
  20. Pollard TJ, Celi LA. Enabling Machine Learning in Critical Care. ICU Manag Pract. 2017; 17(3):198-199. PMID: 29130079; PMCID: PMC5679276.
    Citations: 4     
  21. Celi LA, Davidzon G, Johnson AE, Komorowski M, Marshall DC, Nair SS, Phillips CT, Pollard TJ, Raffa JD, Salciccioli JD, Salgueiro FM, Stone DJ. Bridging the Health Data Divide. J Med Internet Res. 2016 12 20; 18(12):e325. PMID: 27998877.
    Citations: 12     Fields:    Translation:Humans
  22. Perez-Riverol Y, Gatto L, Wang R, Sachsenberg T, Uszkoreit J, Leprevost Fda V, Fufezan C, Ternent T, Eglen SJ, Katz DS, Pollard TJ, Konovalov A, Flight RM, Blin K, Vizcaíno JA. Ten Simple Rules for Taking Advantage of Git and GitHub. PLoS Comput Biol. 2016 07; 12(7):e1004947. PMID: 27415786; PMCID: PMC4945047.
    Citations: 41     Fields:    
  23. Johnson AE, Pollard TJ, Shen L, Lehman LW, Feng M, Ghassemi M, Moody B, Szolovits P, Celi LA, Mark RG. MIMIC-III, a freely accessible critical care database. Sci Data. 2016 May 24; 3:160035. PMID: 27219127.
    Citations: 1095     Fields:    Translation:Humans
  24. 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. A "datathon" model to support cross-disciplinary collaboration. Sci Transl Med. 2016 Apr 06; 8(333):333ps8. PMID: 27053770.
    Citations: 19     Fields:    
  25. Shrime MG, Ferket BS, Scott DJ, Lee J, Barragan-Bradford D, Pollard T, Arabi YM, Al-Dorzi HM, Baron RM, Hunink MG, Celi LA, Lai PS. Time-Limited Trials of Intensive Care for Critically Ill Patients With Cancer: How Long Is Long Enough? JAMA Oncol. 2016 Jan; 2(1):76-83. PMID: 26469222.
    Citations: 28     Fields:    Translation:Humans
  26. 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. Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference. JMIR Med Inform. 2015 01 21; 3(1):e6. PMID: 25608565.
    Citations:    
  27. 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. Making big data useful for health care: a summary of the inaugural mit critical data conference. JMIR Med Inform. 2014 Aug 22; 2(2):e22. PMID: 25600172.
    Citations: 22     
  28. Edmunds SC, Pollard TJ, Hole B, Basford AT. Adventures in data citation: sorghum genome data exemplifies the new gold standard. BMC Res Notes. 2012 Jul 02; 5:223. PMID: 22571506; PMCID: PMC3392744.
    Citations: 3     Fields:    Translation:Animals
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.