Accuracy of EEG Biomarkers in the Detection of Clinical Outcome in Disorders of Consciousness after Severe Acquired Brain Injury: Preliminary Results of a Pilot Study Using a Machine Learning Approach

Accuracy of EEG Biomarkers in the Detection of Clinical Outcome in Disorders of Consciousness after Severe Acquired Brain Injury: Preliminary Results of a Pilot Study Using a Machine Learning Approach

Accurate outcome detection in neuro-rehabilitative settings is crucial for appropriate long-term rehabilitative decisions in patients with disorders of consciousness (DoC). EEG measures derived from high-density EEG can provide helpful information regarding diagnosis and recovery in DoC patients. Ho...

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Bibliographic Details
Main Authors: Francesco Di Gregorio, Fabio La Porta, Valeria Petrone, Simone Battaglia, Silvia Orlandi, Giuseppe Ippolito, Vincenzo Romei, Roberto Piperno, Giada Lullini
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Biomedicines
Subjects:
disorders of consciousness
traumatic brain injury
electroencephalography
brain plasticity and connectivity
post-anoxic coma
severe acquired brain injury
Online Access:https://www.mdpi.com/2227-9059/10/8/1897

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