{"id":"https://openalex.org/W4401634892","doi":"https://doi.org/10.1109/jbhi.2024.3445118","title":"EEG-Derived Markers to Improve Prognostic Evaluation of Disorders of Consciousness","display_name":"EEG-Derived Markers to Improve Prognostic Evaluation of Disorders of Consciousness","publication_year":2024,"publication_date":"2024-08-16","ids":{"openalex":"https://openalex.org/W4401634892","doi":"https://doi.org/10.1109/jbhi.2024.3445118","pmid":"https://pubmed.ncbi.nlm.nih.gov/39150811"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3445118","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3445118","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/jbhi.2024.3445118","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053472099","display_name":"Jlenia Toppi","orcid":"https://orcid.org/0000-0002-8279-1699"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Jlenia Toppi","raw_affiliation_strings":["Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065033311","display_name":"Ilaria Quattrociocchi","orcid":"https://orcid.org/0009-0000-8426-5118"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ilaria Quattrociocchi","raw_affiliation_strings":["Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005223160","display_name":"Angela Riccio","orcid":"https://orcid.org/0000-0002-4098-9461"},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angela Riccio","raw_affiliation_strings":["IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy","institution_ids":["https://openalex.org/I4210150112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055961141","display_name":"Mariagrazia D\u2019Ippolito","orcid":"https://orcid.org/0000-0001-7818-7352"},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mariagrazia D'Ippolito","raw_affiliation_strings":["IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy","institution_ids":["https://openalex.org/I4210150112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051275612","display_name":"Marta Aloisi","orcid":"https://orcid.org/0000-0002-8907-5847"},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Aloisi","raw_affiliation_strings":["IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy","institution_ids":["https://openalex.org/I4210150112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044780704","display_name":"Emma Colamarino","orcid":"https://orcid.org/0000-0002-5375-8339"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emma Colamarino","raw_affiliation_strings":["Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039285690","display_name":"Floriana Pichiorri","orcid":"https://orcid.org/0000-0003-1225-7025"},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Floriana Pichiorri","raw_affiliation_strings":["IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy","institution_ids":["https://openalex.org/I4210150112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017862794","display_name":"Febo Cincotti","orcid":"https://orcid.org/0000-0003-1898-6480"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Febo Cincotti","raw_affiliation_strings":["Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077684217","display_name":"Rita Formisano","orcid":"https://orcid.org/0000-0002-2516-0540"},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rita Formisano","raw_affiliation_strings":["IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy","institution_ids":["https://openalex.org/I4210150112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107398959","display_name":"Donatella Mattia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150112","display_name":"Fondazione Santa Lucia","ror":"https://ror.org/05rcxtd95","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210150112","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Donatella Mattia","raw_affiliation_strings":["IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Santa Lucia Hospital, Via Ardeatina, Rome, Italy","institution_ids":["https://openalex.org/I4210150112"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5053472099"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":2.3925,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89155677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"28","issue":"11","first_page":"6674","last_page":"6684"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10416","display_name":"Traumatic Brain Injury Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10416","display_name":"Traumatic Brain Injury Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8154608011245728},{"id":"https://openalex.org/keywords/wakefulness","display_name":"Wakefulness","score":0.7766855955123901},{"id":"https://openalex.org/keywords/minimally-conscious-state","display_name":"Minimally conscious state","score":0.7722875475883484},{"id":"https://openalex.org/keywords/persistent-vegetative-state","display_name":"Persistent vegetative state","score":0.7133594751358032},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6458128094673157},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5622619390487671},{"id":"https://openalex.org/keywords/level-of-consciousness","display_name":"Level of consciousness","score":0.5158828496932983},{"id":"https://openalex.org/keywords/consciousness-disorders","display_name":"Consciousness Disorders","score":0.5015394687652588},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45943683385849},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34344255924224854},{"id":"https://openalex.org/keywords/consciousness","display_name":"Consciousness","score":0.3292335271835327},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32584917545318604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3161972761154175},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3054927587509155},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.18498292565345764},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.16962900757789612},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.14706915616989136}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8154608011245728},{"id":"https://openalex.org/C2779320081","wikidata":"https://www.wikidata.org/wiki/Q246710","display_name":"Wakefulness","level":3,"score":0.7766855955123901},{"id":"https://openalex.org/C2778170955","wikidata":"https://www.wikidata.org/wiki/Q1093388","display_name":"Minimally conscious state","level":3,"score":0.7722875475883484},{"id":"https://openalex.org/C2777938509","wikidata":"https://www.wikidata.org/wiki/Q139720","display_name":"Persistent vegetative state","level":4,"score":0.7133594751358032},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6458128094673157},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5622619390487671},{"id":"https://openalex.org/C171525899","wikidata":"https://www.wikidata.org/wiki/Q17029618","display_name":"Level of consciousness","level":2,"score":0.5158828496932983},{"id":"https://openalex.org/C2910642945","wikidata":"https://www.wikidata.org/wiki/Q4313500","display_name":"Consciousness Disorders","level":3,"score":0.5015394687652588},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45943683385849},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34344255924224854},{"id":"https://openalex.org/C186720457","wikidata":"https://www.wikidata.org/wiki/Q7087","display_name":"Consciousness","level":2,"score":0.3292335271835327},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32584917545318604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3161972761154175},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3054927587509155},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.18498292565345764},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.16962900757789612},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.14706915616989136},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D003244","descriptor_name":"Consciousness Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003244","descriptor_name":"Consciousness Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003244","descriptor_name":"Consciousness Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003244","descriptor_name":"Consciousness Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003244","descriptor_name":"Consciousness Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003244","descriptor_name":"Consciousness Disorders","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D003244","descriptor_name":"Consciousness Disorders","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D003244","descriptor_name":"Consciousness Disorders","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D003244","descriptor_name":"Consciousness Disorders","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D003244","descriptor_name":"Consciousness Disorders","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2024.3445118","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3445118","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:39150811","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39150811","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:iris.uniroma1.it:11573/1721955","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1721955","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/jbhi.2024.3445118","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3445118","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W267780137","https://openalex.org/W1603121691","https://openalex.org/W1965087019","https://openalex.org/W1966969564","https://openalex.org/W1972724226","https://openalex.org/W1988766789","https://openalex.org/W1996956721","https://openalex.org/W2001379591","https://openalex.org/W2024202258","https://openalex.org/W2035630764","https://openalex.org/W2036239956","https://openalex.org/W2054836518","https://openalex.org/W2057905970","https://openalex.org/W2060464767","https://openalex.org/W2077491345","https://openalex.org/W2081096055","https://openalex.org/W2083523346","https://openalex.org/W2084585325","https://openalex.org/W2093256660","https://openalex.org/W2112090702","https://openalex.org/W2113357974","https://openalex.org/W2114294544","https://openalex.org/W2117495198","https://openalex.org/W2118646988","https://openalex.org/W2118805133","https://openalex.org/W2136562407","https://openalex.org/W2147241729","https://openalex.org/W2152325645","https://openalex.org/W2162519617","https://openalex.org/W2167822639","https://openalex.org/W2168575964","https://openalex.org/W2170872204","https://openalex.org/W2257932930","https://openalex.org/W2295745326","https://openalex.org/W2301460319","https://openalex.org/W2397739939","https://openalex.org/W2430599631","https://openalex.org/W2540360253","https://openalex.org/W2601707947","https://openalex.org/W2626515687","https://openalex.org/W2784248705","https://openalex.org/W2797545807","https://openalex.org/W2802328741","https://openalex.org/W2814019138","https://openalex.org/W2944376397","https://openalex.org/W2966345904","https://openalex.org/W3008714035","https://openalex.org/W3017273094","https://openalex.org/W3041350375","https://openalex.org/W3049509279","https://openalex.org/W3106732618","https://openalex.org/W3159612269","https://openalex.org/W3165621088","https://openalex.org/W4239913830","https://openalex.org/W4282001343","https://openalex.org/W4285287518","https://openalex.org/W4295754156","https://openalex.org/W4304128130","https://openalex.org/W6649325429","https://openalex.org/W6656470442","https://openalex.org/W6681735877","https://openalex.org/W6839243550"],"related_works":["https://openalex.org/W2254985370","https://openalex.org/W3004867024","https://openalex.org/W2326836762","https://openalex.org/W4308727537","https://openalex.org/W2552529530","https://openalex.org/W2327695530","https://openalex.org/W4319454250","https://openalex.org/W2106629207","https://openalex.org/W2391027963","https://openalex.org/W4380355604"],"abstract_inverted_index":{"Disorders":[0],"of":[1,32,57,64,78,96,124,157,179,206,228,237],"consciousness":[2],"(DoC)":[3],"are":[4,38],"characterized":[5],"by":[6,14],"alteration":[7],"in":[8,41,61,75,122,134,149,209,214,243],"arousal":[9],"and/or":[10],"awareness":[11],"commonly":[12],"caused":[13],"severe":[15],"brain":[16,120],"injury.":[17],"There":[18],"exists":[19],"a":[20,42,86,94,135,229,244],"consensus":[21],"on":[22,190],"adopting":[23],"advanced":[24],"neuroimaging":[25],"and":[26,45,107,112,127,161,197,212],"electrophysiological":[27],"procedures":[28,37],"to":[29,53,72,140,194,204,232,240],"improve":[30,233],"diagnosis/prognosis":[31],"DoC":[33,79,98,215,246],"patients.":[34],"Currently,":[35],"these":[36],"prevalently":[39],"applied":[40],"research-oriented":[43],"context":[44],"their":[46],"translation":[47],"into":[48],"clinical":[49,159,235],"practice":[50],"is":[51],"yet":[52],"come.":[54],"The":[55],"aim":[56],"the":[58,62,76,83,145,154,158,170,180,226,234],"study":[59],"consisted":[60],"identification":[63],"measures":[65],"derived":[66],"from":[67,93,153,175],"routinary":[68],"electroencephalography":[69],"(EEG)":[70],"able":[71],"support":[73],"clinicians":[74],"prediction":[77,211],"patients'":[80,151],"outcome.":[81],"In":[82],"present":[84],"study,":[85],"routine":[87,230],"EEG":[88,191,231],"was":[89,188],"recorded":[90],"during":[91],"rest":[92],"sample":[95],"58":[97],"patients":[99,239],"clinically":[100],"diagnosed":[101],"as":[102],"Unresponsive":[103],"Wakefulness":[104],"State":[105,110],"(UWS)":[106],"Minimally":[108],"Conscious":[109],"(MCS)":[111],"followed-up":[113],"for":[114,225],"3":[115],"months.":[116],"EEG-based":[117],"features":[118,148,166,192],"characterizing":[119],"activity":[121],"terms":[123],"spectral":[125,195],"content":[126,196],"resting":[128,198],"state":[129,199,216],"networks":[130,200],"organization":[131],"were":[132,144],"used":[133],"predictive":[136,184],"machine":[137,185],"learning":[138,186],"model":[139,187],"i)":[141],"identify":[142],"which":[143,201],"most":[146],"promising":[147],"predicting":[150],"exit":[152],"DoC,":[155],"regardless":[156],"diagnosis":[160],"ii)":[162],"verify":[163],"whether":[164],"such":[165],"would":[167],"have":[168],"been":[169],"same":[171],"best":[172],"discriminating":[173],"UWS":[174],"MCS":[176],"or":[177],"specific":[178],"outcome":[181,210],"prediction.":[182],"A":[183],"built":[189],"related":[193],"returned":[202],"up":[203],"85%":[205],"performance":[207],"accuracy":[208],"76%":[213],"recognition":[217],"(UWS":[218],"vs":[219],"MCS).":[220],"We":[221],"provided":[222],"preliminary":[223],"evidence":[224],"exploitation":[227],"management":[236],"non-communicative":[238],"be":[241],"confirmed":[242],"larger":[245],"population.":[247]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
