Overcoming treatment-resistant depression with machine-learning based tools: a study protocol combining EEG and clinical data to personalize glutamatergic and brain stimulation interventions (SelecTool Project).

Autor: Pettorruso M; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy.; Department of Mental Health, ASL02 Lanciano-Vasto-Chieti, Chieti, Italy.; Institute for Advanced Biomedical Technologies (ITAB), 'G. d'Annunzio' University of Chieti-Pescara, Chieti, Italy., Di Lorenzo G; Laboratory of Psychophysiology and Cognitive Neuroscience, Chair of Psychiatry, Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy.; Institute of Hospitalization and Care With Scientific Character (IRCCS) Fondazione Santa Lucia, Rome, Italy., Benatti B; Department of Biomedical and Clinical Sciences Luigi Sacco and Aldo Ravelli Center for Neurotechnology and Brain Therapeutic, University of Milan, Milano, Italy., d'Andrea G; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy.; Department of Mental Health, ASL02 Lanciano-Vasto-Chieti, Chieti, Italy., Cavallotto C; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy., Carullo R; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy., Mancusi G; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy., Di Marco O; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy., Mammarella G; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy., D'Attilio A; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy., Barlocci E; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy., Rosa I; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy., Cocco A; Department of Mental Health, ASL02 Lanciano-Vasto-Chieti, Chieti, Italy., Padula LP; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy., Bubbico G; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy., Perrucci MG; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy.; Institute for Advanced Biomedical Technologies (ITAB), 'G. d'Annunzio' University of Chieti-Pescara, Chieti, Italy., Guidotti R; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy.; Department of Mental Health, ASL02 Lanciano-Vasto-Chieti, Chieti, Italy.; Institute for Advanced Biomedical Technologies (ITAB), 'G. d'Annunzio' University of Chieti-Pescara, Chieti, Italy., D'Andrea A; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy., Marzetti L; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy.; Institute for Advanced Biomedical Technologies (ITAB), 'G. d'Annunzio' University of Chieti-Pescara, Chieti, Italy., Zoratto F; Centre for Behavioural Sciences and Mental Health, Istituto Superiore di Sanità, Rome, Italy., Dell'Osso BM; Department of Biomedical and Clinical Sciences Luigi Sacco and Aldo Ravelli Center for Neurotechnology and Brain Therapeutic, University of Milan, Milano, Italy., Martinotti G; Department of Neurosciences, Imaging and Clinical Sciences, Università degli Studi G. D'Annunzio, Chieti, Italy.; Department of Mental Health, ASL02 Lanciano-Vasto-Chieti, Chieti, Italy.; Institute for Advanced Biomedical Technologies (ITAB), 'G. d'Annunzio' University of Chieti-Pescara, Chieti, Italy.; Psychopharmacology, Drug Misuse and Novel Psychoactive Substances Research Unit, School of Life and Medical Sciences, University of Hertfordshire, Hatfield, United Kingdom.

Publikováno v: Frontiers in psychiatry [Front Psychiatry] 2024 Jul 17; Vol. 15, pp. 1436006. Date of Electronic Publication: 2024 Jul 17 (Print Publication: 2024).