Merging Clinical and EEG Biomarkers in an Elastic-Net Regression for Disorder of Consciousness Prognosis Prediction

• Main Authors: Piergiuseppe Liuzzi (Author), Antonello Grippo (Author), Silvia Campagnini (Author), Maenia Scarpino (Author), Francesca Draghi (Author), Annamaria Romoli (Author), Bahia Hakiki (Author), Raisa Sterpu (Author), Antonio Maiorelli (Author), Claudio Macchi (Author), Francesca Cecchi (Author), Maria Chiara Carrozza (Author), Andrea Mannini (Author)
• Format: Book
• Published: IEEE, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Patients with Disorder of Consciousness (DoC) entering Intensive Rehabilitation Units after a severe Acquired Brain Injury have a highly variable evolution of the state of consciousness which is a complex aspect to predict. Besides clinical factors, electroencephalography has clearly shown its poten...