Explainable Machine Learning for Coma Outcome Prediction Based on Structural and Functional Brain MRI.
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| Title: | Explainable Machine Learning for Coma Outcome Prediction Based on Structural and Functional Brain MRI. |
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| Authors: | Sarton B; Critical Care Unit, University Teaching Hospital of Purpan, Toulouse, France.; Toulouse NeuroImaging Center, Toulouse University, Toulouse, France., Mattia GM; Toulouse NeuroImaging Center, Toulouse University, Toulouse, France., Cervoni E; Critical Care Unit, University Teaching Hospital of Purpan, Toulouse, France.; Toulouse NeuroImaging Center, Toulouse University, Toulouse, France., Decourt J; Critical Care Unit, University Teaching Hospital of Purpan, Toulouse, France.; Toulouse NeuroImaging Center, Toulouse University, Toulouse, France., Peran P; Toulouse NeuroImaging Center, Toulouse University, Toulouse, France., Riu B; Critical Care Unit, University Teaching Hospital of Purpan, Toulouse, France., Bounes F; Critical Care Unit, University Teaching Hospital of Rangueil, Toulouse, France., Naboulsi E; Neurocritical Care Unit, University Teaching Hospital of Purpan, Toulouse, France., Barttfeld P; Cognitive Science Group, Instituto de Investigaciones Psicológicas, Facultad de Psicología Universidad Nacional de Córdoba-CONICET, Córdoba, Argentina., Olivot JM; Toulouse NeuroImaging Center, Toulouse University, Toulouse, France., Silva S; Critical Care Unit, University Teaching Hospital of Purpan, Toulouse, France.; Toulouse NeuroImaging Center, Toulouse University, Toulouse, France., Cussat-Blanc S; Artificial and Natural Intelligence Toulouse Institute ANITI, Toulouse, France.; Institute of Research in Informatics (IRIT) of Toulouse, Toulouse, France. |
| Source: | Critical care medicine [Crit Care Med] 2026 Jul 01; Vol. 54 (7), pp. 1563-1573. Date of Electronic Publication: 2026 Feb 27. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 0355501 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1530-0293 (Electronic) Linking ISSN: 00903493 NLM ISO Abbreviation: Crit Care Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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