{"id":"https://openalex.org/W3014658201","doi":"https://doi.org/10.3390/s20072027","title":"Investigation of Machine Learning Approaches for Traumatic Brain Injury Classification via EEG Assessment in Mice","display_name":"Investigation of Machine Learning Approaches for Traumatic Brain Injury Classification via EEG Assessment in Mice","publication_year":2020,"publication_date":"2020-04-04","ids":{"openalex":"https://openalex.org/W3014658201","doi":"https://doi.org/10.3390/s20072027","mag":"3014658201","pmid":"https://pubmed.ncbi.nlm.nih.gov/32260320"},"language":"en","primary_location":{"id":"doi:10.3390/s20072027","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20072027","pdf_url":"https://www.mdpi.com/1424-8220/20/7/2027/pdf?version=1585984035","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/7/2027/pdf?version=1585984035","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015811176","display_name":"Manoj Vishwanath","orcid":"https://orcid.org/0000-0003-4323-0255"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manoj Vishwanath","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of California, Irvine, CA 92607, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California, Irvine, CA 92607, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034538373","display_name":"Salar Jafarlou","orcid":"https://orcid.org/0000-0002-9706-0901"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salar Jafarlou","raw_affiliation_strings":["Erik Jonsson School of Engineering and Computer Science, Dallas, TX 75201, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Erik Jonsson School of Engineering and Computer Science, Dallas, TX 75201, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055844880","display_name":"Ikhwan Shin","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ikhwan Shin","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of California, Irvine, CA 92607, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California, Irvine, CA 92607, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079570815","display_name":"Miranda M. Lim","orcid":"https://orcid.org/0000-0003-3876-3196"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]},{"id":"https://openalex.org/I4210144745","display_name":"VA Portland Health Care System","ror":"https://ror.org/054484h93","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210144745"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miranda M. Lim","raw_affiliation_strings":["Departments of Neurology, Behavioral Neuroscience, Medicine, and Oregon Institute of Occupational Health Sciences, Oregon Health &amp; Science University, Portland, OR 97239, USA","VA Portland Health Care System, Portland, OR 97239, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Neurology, Behavioral Neuroscience, Medicine, and Oregon Institute of Occupational Health Sciences, Oregon Health &amp; Science University, Portland, OR 97239, USA","institution_ids":["https://openalex.org/I165690674"]},{"raw_affiliation_string":"VA Portland Health Care System, Portland, OR 97239, USA","institution_ids":["https://openalex.org/I4210144745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007817952","display_name":"Nikil Dutt","orcid":"https://orcid.org/0000-0002-3060-8119"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikil Dutt","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, CA 92607, USA","Department of Electrical Engineering and Computer Science, University of California, Irvine, CA 92607, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, CA 92607, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California, Irvine, CA 92607, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018179894","display_name":"Amir M. Rahmani","orcid":"https://orcid.org/0000-0002-7408-7992"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amir M. Rahmani","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, CA 92607, USA","School of Nursing, University of California, Irvine, CA 92607, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, CA 92607, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"School of Nursing, University of California, Irvine, CA 92607, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038366927","display_name":"Hung Cao","orcid":"https://orcid.org/0000-0003-4197-7208"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hung Cao","raw_affiliation_strings":["Department of Biomedical Engineering, University of California, Irvine, CA 92607, USA","Department of Electrical Engineering and Computer Science, University of California, Irvine, CA 92607, USA"],"raw_orcid":"https://orcid.org/0000-0003-4197-7208","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of California, Irvine, CA 92607, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California, Irvine, CA 92607, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038366927"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.6263,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.90166081,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"20","issue":"7","first_page":"2027","last_page":"2027"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/traumatic-brain-injury","display_name":"Traumatic brain injury","score":0.7454729080200195},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7288702726364136},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6683602333068848},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6581521034240723},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6425139904022217},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5983935594558716},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5959420204162598},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5140432119369507},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49112221598625183},{"id":"https://openalex.org/keywords/alpha","display_name":"Alpha (finance)","score":0.4621584713459015},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42049989104270935},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22642114758491516},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1605348289012909},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.07210612297058105}],"concepts":[{"id":"https://openalex.org/C2781017439","wikidata":"https://www.wikidata.org/wiki/Q1995526","display_name":"Traumatic brain injury","level":2,"score":0.7454729080200195},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7288702726364136},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6683602333068848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6581521034240723},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6425139904022217},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5983935594558716},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5959420204162598},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5140432119369507},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49112221598625183},{"id":"https://openalex.org/C64943373","wikidata":"https://www.wikidata.org/wiki/Q2651003","display_name":"Alpha (finance)","level":4,"score":0.4621584713459015},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42049989104270935},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22642114758491516},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1605348289012909},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.07210612297058105},{"id":"https://openalex.org/C49453240","wikidata":"https://www.wikidata.org/wiki/Q1592163","display_name":"Construct validity","level":3,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D008810","descriptor_name":"Mice, Inbred C57BL","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008810","descriptor_name":"Mice, Inbred C57BL","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008810","descriptor_name":"Mice, Inbred C57BL","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013673","descriptor_name":"Technology Assessment, Biomedical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013673","descriptor_name":"Technology Assessment, Biomedical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013673","descriptor_name":"Technology Assessment, Biomedical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.3390/s20072027","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20072027","pdf_url":"https://www.mdpi.com/1424-8220/20/7/2027/pdf?version=1585984035","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:32260320","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32260320","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:ark:/13030/qt8sq9m8sw","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:doaj.org/article:e6ec06763b1d4b85979e8d09f31e84ed","is_oa":true,"landing_page_url":"https://doaj.org/article/e6ec06763b1d4b85979e8d09f31e84ed","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 7, p 2027 (2020)","raw_type":"article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt8sq9m8sw","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/8sq9m8sw","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel, Switzerland), vol 20, iss 7","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/7/2027/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s20072027","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7180997","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7180997","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20072027","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20072027","pdf_url":"https://www.mdpi.com/1424-8220/20/7/2027/pdf?version=1585984035","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7626413343","display_name":null,"funder_award_id":"1917105","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332688","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3014658201.pdf","grobid_xml":"https://content.openalex.org/works/W3014658201.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W600475373","https://openalex.org/W1686810756","https://openalex.org/W1978835755","https://openalex.org/W2001603929","https://openalex.org/W2051600991","https://openalex.org/W2087150616","https://openalex.org/W2088252378","https://openalex.org/W2090555468","https://openalex.org/W2095705004","https://openalex.org/W2116400685","https://openalex.org/W2125283600","https://openalex.org/W2132029553","https://openalex.org/W2147783395","https://openalex.org/W2152708103","https://openalex.org/W2160607244","https://openalex.org/W2166199673","https://openalex.org/W2194775991","https://openalex.org/W2473480129","https://openalex.org/W2559463885","https://openalex.org/W2596622414","https://openalex.org/W2759483166","https://openalex.org/W2801625478","https://openalex.org/W2980994844","https://openalex.org/W3007965881","https://openalex.org/W3102455230","https://openalex.org/W4230797216","https://openalex.org/W4246659089","https://openalex.org/W4248869506","https://openalex.org/W6644626486","https://openalex.org/W6674330103","https://openalex.org/W6687483927","https://openalex.org/W6751493020"],"related_works":["https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3193043704","https://openalex.org/W3171520305","https://openalex.org/W4232204633","https://openalex.org/W2922348724","https://openalex.org/W1924178503","https://openalex.org/W200322357","https://openalex.org/W4372048956","https://openalex.org/W4206989953"],"abstract_inverted_index":{"Due":[0],"to":[1,41,86,139],"the":[2,7,95],"difficulties":[3],"and":[4,15,75,111],"complications":[5],"in":[6,19,45,52,98,107,115,127,142,144],"quantitative":[8],"assessment":[9],"of":[10,24,50,94],"traumatic":[11],"brain":[12],"injury":[13],"(TBI)":[14],"its":[16],"increasing":[17],"relevance":[18],"today's":[20],"world,":[21],"robust":[22],"detection":[23],"TBI":[25,51,89,141],"has":[26],"become":[27],"more":[28],"significant":[29],"than":[30],"ever.":[31],"In":[32],"this":[33,128],"work,":[34],"we":[35],"investigate":[36],"several":[37],"machine":[38,70,123],"learning":[39,124],"approaches":[40,135],"assess":[42],"their":[43,84],"performance":[44,85],"classifying":[46],"electroencephalogram":[47],"(EEG)":[48],"data":[49,91],"a":[53],"mouse":[54,129],"model.":[55],"Algorithms":[56],"such":[57],"as":[58,119],"decision":[59],"trees":[60],"(DT),":[61],"random":[62],"forest":[63],"(RF),":[64],"neural":[65,77],"network":[66,78],"(NN),":[67],"support":[68],"vector":[69],"(SVM),":[71],"K-nearest":[72],"neighbors":[73],"(KNN)":[74],"convolutional":[76],"(CNN)":[79],"were":[80,117,131],"analyzed":[81],"based":[82],"on":[83],"classify":[87],"mild":[88],"(mTBI)":[90],"from":[92],"those":[93],"control":[96],"group":[97],"wake":[99],"stages":[100],"for":[101,122],"different":[102,108],"epoch":[103],"lengths.":[104],"Average":[105],"power":[106,113],"frequency":[109],"sub-bands":[110],"alpha:theta":[112],"ratio":[114],"EEG":[116],"used":[118],"input":[120],"features":[121],"approaches.":[125],"Results":[126],"model":[130],"promising,":[132],"suggesting":[133],"similar":[134],"may":[136],"be":[137],"applicable":[138],"detect":[140],"humans":[143],"practical":[145],"scenarios.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
