Explainable Machine Learning for Coma Outcome Prediction Based on Structural and Functional Brain MRI
- DOI
- 10.1097/ccm.0000000000007068
- Published
- 2026-02-27
- Container
- Critical Care Medicine
- Publisher
- Ovid Technologies (Wolters Kluwer Health)
- Open access
- unknown
Credibility signals
uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Cite this work
BibTeX
@article{allodium:10.1097/ccm.0000000000007068,
title = {Explainable Machine Learning for Coma Outcome Prediction Based on Structural and Functional Brain MRI},
author = {Benjamine Sarton and Giulia Maria Mattia and Eve Cervoni and Julie Decourt and Patrice Peran and Beatrice Riu and Fanny Bounes and Edouard Naboulsi and Pablo Barttfeld and Jean Marc Olivot and Stein Silva and Sylvain Cussat-Blanc},
year = {2026},
journal = {Critical Care Medicine},
doi = {10.1097/ccm.0000000000007068},
url = {https://doi.org/10.1097/ccm.0000000000007068}
}RIS
TY - JOUR TI - Explainable Machine Learning for Coma Outcome Prediction Based on Structural and Functional Brain MRI AU - Benjamine Sarton AU - Giulia Maria Mattia AU - Eve Cervoni AU - Julie Decourt AU - Patrice Peran AU - Beatrice Riu AU - Fanny Bounes AU - Edouard Naboulsi AU - Pablo Barttfeld AU - Jean Marc Olivot AU - Stein Silva AU - Sylvain Cussat-Blanc PY - 2026 JO - Critical Care Medicine DO - 10.1097/ccm.0000000000007068 UR - https://doi.org/10.1097/ccm.0000000000007068 ER -
APA
Sarton, B., Mattia, G. M., Cervoni, E., Decourt, J., Peran, P., Riu, B., Bounes, F., Naboulsi, E., Barttfeld, P., Olivot, J. M., Silva, S., & Cussat-Blanc, S. (2026). Explainable Machine Learning for Coma Outcome Prediction Based on Structural and Functional Brain MRI. Critical Care Medicine. https://doi.org/10.1097/ccm.0000000000007068
Source records
- crossref · retrieved 2026-09-27T12:01:07.095Z