Bayesian networks may allow better performance and usability than logistic regression

Jared M Wohlgemut¹, Erhan Pisirir², Rebecca S Stoner³, Evangelia Kyrimi², Barbaros Yet⁴, William Marsh², Zane B Perkins^{3

5

6}, Nigel R M Tai^{3

5

7}

Affiliations

¹ Centre for Trauma Sciences, Blizard Institute, Queen Mary University of London, 4 Newark Street, London, E1 2AT, UK. j.m.wohlgemut@qmul.ac.uk.
² Machine Intelligence and Decision Support (MInDS) Research Group, School of Electronic Engineering and Computer Science, Digital Environment Research Institute, Queen Mary University of London, London, UK.
³ Centre for Trauma Sciences, Blizard Institute, Queen Mary University of London, 4 Newark Street, London, E1 2AT, UK.
⁴ Department of Cognitive Science, Graduate School of Informatics, Middle East Technical University, Ankara, Turkey.
⁵ Royal London Hospital, Barts NHS Health Trust, London, UK.
⁶ London's Air Ambulance, London, UK.
⁷ Royal Centre for Defence Medicine, Birmingham, UK.

Comment

Jared M Wohlgemut et al. Crit Care. 2024.

. 2024 Jul 11;28(1):234.

doi: 10.1186/s13054-024-05015-w.

Jared M Wohlgemut¹, Erhan Pisirir², Rebecca S Stoner³, Evangelia Kyrimi², Barbaros Yet⁴, William Marsh², Zane B Perkins^{3

5

6}, Nigel R M Tai^{3

5

7}

¹ Centre for Trauma Sciences, Blizard Institute, Queen Mary University of London, 4 Newark Street, London, E1 2AT, UK. j.m.wohlgemut@qmul.ac.uk.
² Machine Intelligence and Decision Support (MInDS) Research Group, School of Electronic Engineering and Computer Science, Digital Environment Research Institute, Queen Mary University of London, London, UK.
³ Centre for Trauma Sciences, Blizard Institute, Queen Mary University of London, 4 Newark Street, London, E1 2AT, UK.
⁴ Department of Cognitive Science, Graduate School of Informatics, Middle East Technical University, Ankara, Turkey.
⁵ Royal London Hospital, Barts NHS Health Trust, London, UK.
⁶ London's Air Ambulance, London, UK.
⁷ Royal Centre for Defence Medicine, Birmingham, UK.

No abstract available

Conflict of interest statement

The authors declare that they have no competing interests.

Development and validation of the tic score for early detection of traumatic coagulopathy upon hospital admission: a cohort study.
Brac L, Levrat A, Vacheron CH, Bouzat P, Delory T, David JS. Brac L, et al. Crit Care. 2024 May 18;28(1):168. doi: 10.1186/s13054-024-04955-7. Crit Care. 2024. PMID: 38762746 Free PMC article.

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