Bayesian networks may allow better performance and usability than logistic regression-Reference-Cited by-同舟云学术

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Bayesian networks may allow better performance and usability than logistic regression

Published:2024-07-11 Issue:1 Volume:28 Page:
ISSN:1364-8535
Container-title:Critical Care
language:en
Short-container-title:Crit Care

Author:

Wohlgemut Jared M.,Pisirir Erhan,Stoner Rebecca S.,Kyrimi Evangelia,Yet Barbaros,Marsh William,Perkins Zane B.,Tai Nigel R. M.

Publisher

Springer Science and Business Media LLC

Link

https://link.springer.com/content/pdf/10.1186/s13054-024-05015-w.pdf

Reference7 articles.

1. Brac L, Levrat A, Vacheron C-H, Bouzat P, Delory T, David J-S. Development and validation of the tic score for early detection of traumatic coagulopathy upon hospital admission: a cohort study. Crit Care. 2024;28(1):168. https://doi.org/10.1186/s13054-024-04955-7.

2. Moore EE, Moore HB, Kornblith LZ, Neal MD, Hoffman M, Mutch NJ, Schöchl H, Hunt BJ, Sauaia A. Trauma-induced coagulopathy. Nat Rev Dis Primers. 2021. https://doi.org/10.1038/s41572-021-00264-3.

3. Yet B, Perkins Z, Fenton N, Tai N, Marsh W. Not just data: a method for improving prediction with knowledge. J Biomed Inform. 2014;48:28–37. https://doi.org/10.1016/j.jbi.2013.10.012.

4. Royston P, Altman DG, Sauerbrei W. Dichotomizing continuous predictors in multiple regression: a bad idea. Stat Med. 2006;25(1):127–41. https://doi.org/10.1002/sim.2331.

5. Wohlgemut JM, Marsden MER, Stoner RS, et al. Diagnostic accuracy of clinical examination to identify life- and limb-threatening injuries in trauma patients. Scand J Trauma Resuscit Emerg Med. 2023;31(1):18. https://doi.org/10.1186/s13049-023-01083-z.

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1. Scoring system: use and not use from the future to present;Critical Care;2024-09-13

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