Machine learning and network analysis for diagnosis and prediction in disorders of consciousness

Machine learning and network analysis for diagnosis and prediction in disorders of consciousness

Abstract Background Prolonged Disorders of Consciousness (PDOC) resulting from severe acquired brain injury can lead to complex disabilities that make diagnosis challenging. The role of machine learning (ML) in diagnosing PDOC states and identifying intervention strategies is relatively under-explor...

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Bibliographic Details
Main Authors: Ajit Narayanan, Wendy L. Magee, Richard J. Siegert
Format: Article
Language:English
Published: BMC 2023-02-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Machine learning
Music therapy
Disorders of consciousness
Assessment
CRS-R
Network analysis
Online Access:https://doi.org/10.1186/s12911-023-02128-0

Internet

https://doi.org/10.1186/s12911-023-02128-0

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