{"id":"https://openalex.org/W4310597576","doi":"https://doi.org/10.1007/s12021-022-09615-1","title":"Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion","display_name":"Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion","publication_year":2022,"publication_date":"2022-12-02","ids":{"openalex":"https://openalex.org/W4310597576","doi":"https://doi.org/10.1007/s12021-022-09615-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/36456762"},"language":"en","primary_location":{"id":"doi:10.1007/s12021-022-09615-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-022-09615-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12021-022-09615-1.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12021-022-09615-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072848669","display_name":"N. Simos","orcid":"https://orcid.org/0000-0002-2459-7572"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Nicholas J. Simos","raw_affiliation_strings":["Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, 70013, Heraklion, Greece","Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology\u2013Hellas, 70013, Heraklion, Greece"],"affiliations":[{"raw_affiliation_string":"Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, 70013, Heraklion, Greece","institution_ids":["https://openalex.org/I8901234"]},{"raw_affiliation_string":"Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology\u2013Hellas, 70013, Heraklion, Greece","institution_ids":["https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037962870","display_name":"Katina Manolitsi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138654","display_name":"University Hospital of Heraklion","ror":"https://ror.org/0312m2266","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210138654"]},{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Katina Manolitsi","raw_affiliation_strings":["Department of Neurosurgery, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece","Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece","institution_ids":["https://openalex.org/I4210138654","https://openalex.org/I142617266"]},{"raw_affiliation_string":"Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece","institution_ids":["https://openalex.org/I4210138654","https://openalex.org/I142617266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065968159","display_name":"Andrea I. Luppi","orcid":"https://orcid.org/0000-0002-3461-6431"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210156194","display_name":"Addenbrooke's Hospital","ror":"https://ror.org/055vbxf86","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802466933","https://openalex.org/I4210156194"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrea I. Luppi","raw_affiliation_strings":["Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK","Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK","institution_ids":["https://openalex.org/I4210156194","https://openalex.org/I241749"]},{"raw_affiliation_string":"Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK","institution_ids":["https://openalex.org/I4210156194","https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055408786","display_name":"Antonios Kagialis","orcid":"https://orcid.org/0000-0002-9211-0455"},"institutions":[{"id":"https://openalex.org/I4210138654","display_name":"University Hospital of Heraklion","ror":"https://ror.org/0312m2266","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210138654"]},{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonios Kagialis","raw_affiliation_strings":["Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece","institution_ids":["https://openalex.org/I4210138654","https://openalex.org/I142617266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079822864","display_name":"Marios Antonakakis","orcid":"https://orcid.org/0000-0003-1173-7895"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Marios Antonakakis","raw_affiliation_strings":["Digital Image and Signal Processing Laboratory, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece"],"affiliations":[{"raw_affiliation_string":"Digital Image and Signal Processing Laboratory, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113661535","display_name":"Michalis Zervakis","orcid":null},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Michalis Zervakis","raw_affiliation_strings":["Digital Image and Signal Processing Laboratory, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece"],"affiliations":[{"raw_affiliation_string":"Digital Image and Signal Processing Laboratory, School of Electrical and Computer Engineering, Technical University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068368998","display_name":"Despina Antypa","orcid":"https://orcid.org/0000-0002-5506-0479"},"institutions":[{"id":"https://openalex.org/I4210138654","display_name":"University Hospital of Heraklion","ror":"https://ror.org/0312m2266","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210138654"]},{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Despina Antypa","raw_affiliation_strings":["Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece","institution_ids":["https://openalex.org/I4210138654","https://openalex.org/I142617266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090293468","display_name":"Eleftherios Kavroulakis","orcid":"https://orcid.org/0000-0003-3521-9988"},"institutions":[{"id":"https://openalex.org/I4210138654","display_name":"University Hospital of Heraklion","ror":"https://ror.org/0312m2266","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210138654"]},{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eleftherios Kavroulakis","raw_affiliation_strings":["Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece","institution_ids":["https://openalex.org/I4210138654","https://openalex.org/I142617266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052315858","display_name":"Thomas G. Maris","orcid":"https://orcid.org/0000-0002-2629-6474"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]},{"id":"https://openalex.org/I4210138654","display_name":"University Hospital of Heraklion","ror":"https://ror.org/0312m2266","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210138654"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Thomas G. Maris","raw_affiliation_strings":["Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, 70013, Heraklion, Greece","Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, 70013, Heraklion, Greece","institution_ids":["https://openalex.org/I8901234"]},{"raw_affiliation_string":"Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece","institution_ids":["https://openalex.org/I4210138654","https://openalex.org/I142617266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044760179","display_name":"Antonios Vakis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138654","display_name":"University Hospital of Heraklion","ror":"https://ror.org/0312m2266","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210138654"]},{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonios Vakis","raw_affiliation_strings":["Department of Neurosurgery, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece","institution_ids":["https://openalex.org/I4210138654","https://openalex.org/I142617266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007542404","display_name":"Emmanuel A. Stamatakis","orcid":"https://orcid.org/0000-0001-6955-9601"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210156194","display_name":"Addenbrooke's Hospital","ror":"https://ror.org/055vbxf86","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802466933","https://openalex.org/I4210156194"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Emmanuel A. Stamatakis","raw_affiliation_strings":["Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK. eas46@cam.ac.uk","Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK. eas46@cam.ac.uk","Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK. eas46@cam.ac.uk","institution_ids":[]},{"raw_affiliation_string":"Division of Anaesthesia, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK. eas46@cam.ac.uk","institution_ids":["https://openalex.org/I4210156194"]},{"raw_affiliation_string":"Department of Clinical Neurosciences, School of Clinical Medicine, University of Cambridge, Addenbrooke's Hospital, Hills Rd, CB2 0SP, Cambridge, UK","institution_ids":["https://openalex.org/I4210156194","https://openalex.org/I241749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021675667","display_name":"Efrosini Papadaki","orcid":"https://orcid.org/0000-0002-3428-8298"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]},{"id":"https://openalex.org/I4210138654","display_name":"University Hospital of Heraklion","ror":"https://ror.org/0312m2266","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210138654"]},{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Efrosini Papadaki","raw_affiliation_strings":["Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, 70013, Heraklion, Greece","Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Computational Bio-Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, 70013, Heraklion, Greece","institution_ids":["https://openalex.org/I8901234"]},{"raw_affiliation_string":"Department of Radiology, School of Medicine & University Hospital of Heraklion, University of Crete, Crete, Greece","institution_ids":["https://openalex.org/I4210138654","https://openalex.org/I142617266"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5072848669"],"corresponding_institution_ids":["https://openalex.org/I8901234"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":{"value":3190,"currency":"EUR","value_usd":4190},"fwci":1.8704,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.86087848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"21","issue":"2","first_page":"427","last_page":"442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10416","display_name":"Traumatic Brain Injury Research","score":0.9986000061035156,"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":0.9986000061035156,"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/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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":0.9523000121116638,"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/traumatic-brain-injury","display_name":"Traumatic brain injury","score":0.7108639478683472},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4915514886379242},{"id":"https://openalex.org/keywords/chronic-traumatic-encephalopathy","display_name":"Chronic traumatic encephalopathy","score":0.48570308089256287},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.41920462250709534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41288983821868896},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.40435171127319336},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39181220531463623},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.35883694887161255},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.2508392930030823},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24394044280052185},{"id":"https://openalex.org/keywords/injury-prevention","display_name":"Injury prevention","score":0.18644386529922485},{"id":"https://openalex.org/keywords/concussion","display_name":"Concussion","score":0.1444154679775238},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.10495591163635254},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.09430447220802307}],"concepts":[{"id":"https://openalex.org/C2781017439","wikidata":"https://www.wikidata.org/wiki/Q1995526","display_name":"Traumatic brain injury","level":2,"score":0.7108639478683472},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4915514886379242},{"id":"https://openalex.org/C2911139526","wikidata":"https://www.wikidata.org/wiki/Q5114004","display_name":"Chronic traumatic encephalopathy","level":5,"score":0.48570308089256287},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.41920462250709534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41288983821868896},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.40435171127319336},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39181220531463623},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.35883694887161255},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.2508392930030823},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24394044280052185},{"id":"https://openalex.org/C190385971","wikidata":"https://www.wikidata.org/wiki/Q373494","display_name":"Injury prevention","level":3,"score":0.18644386529922485},{"id":"https://openalex.org/C2778426673","wikidata":"https://www.wikidata.org/wiki/Q326921","display_name":"Concussion","level":4,"score":0.1444154679775238},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.10495591163635254},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.09430447220802307}],"mesh":[{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"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":"D001924","descriptor_name":"Brain Concussion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001924","descriptor_name":"Brain Concussion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001924","descriptor_name":"Brain Concussion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":8,"locations":[{"id":"doi:10.1007/s12021-022-09615-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-022-09615-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12021-022-09615-1.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:36456762","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36456762","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":"Neuroinformatics","raw_type":null},{"id":"pmh:oai:orbi.ulg.ac.be:2268/316644","is_oa":true,"landing_page_url":"https://orbi.uliege.be/handle/2268/316644","pdf_url":"https://orbi.uliege.be/bitstream/2268/316644/1/mTBI_fusion_FC_Neuroinformatics2022.pdf","source":{"id":"https://openalex.org/S4306400651","display_name":"Open Repository and Bibliography (University of Li\u00e8ge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157674565","host_organization_name":"University of Li\u00e8ge","host_organization_lineage":["https://openalex.org/I157674565"],"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":"Neuroinformatics, 21 (2), 427 - 442 (2023-04)","raw_type":"peer reviewed"},{"id":"pmh:oai:pubmedcentral.nih.gov:10085953","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10085953","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10085953/pdf/12021_2022_Article_9615.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuroinformatics","raw_type":"Text"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/343425","is_oa":false,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/343425","pdf_url":null,"source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/348522","is_oa":true,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/348522","pdf_url":null,"source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"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":null,"raw_type":"Article"},{"id":"doi:10.17863/cam.90848","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.90848","pdf_url":null,"source":{"id":"https://openalex.org/S7407050737","display_name":"Apollo","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.17863/cam.95952","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.95952","pdf_url":null,"source":{"id":"https://openalex.org/S7407050737","display_name":"Apollo","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1007/s12021-022-09615-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-022-09615-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12021-022-09615-1.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G4816768213","display_name":null,"funder_award_id":"OPP 1144","funder_id":"https://openalex.org/F4320323264","funder_display_name":"Gates Cambridge Trust"}],"funders":[{"id":"https://openalex.org/F4320323264","display_name":"Gates Cambridge Trust","ror":"https://ror.org/033sn5p83"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4310597576.pdf","grobid_xml":"https://content.openalex.org/works/W4310597576.grobid-xml"},"referenced_works_count":95,"referenced_works":["https://openalex.org/W1500718120","https://openalex.org/W1603121691","https://openalex.org/W1767178633","https://openalex.org/W1815011115","https://openalex.org/W1952204933","https://openalex.org/W1965248225","https://openalex.org/W1981337226","https://openalex.org/W1982352919","https://openalex.org/W1983183519","https://openalex.org/W2000400132","https://openalex.org/W2001379338","https://openalex.org/W2011517338","https://openalex.org/W2017586298","https://openalex.org/W2017781066","https://openalex.org/W2019450648","https://openalex.org/W2022856253","https://openalex.org/W2035258898","https://openalex.org/W2035993893","https://openalex.org/W2046006470","https://openalex.org/W2078597721","https://openalex.org/W2083605422","https://openalex.org/W2083949888","https://openalex.org/W2088599339","https://openalex.org/W2094377986","https://openalex.org/W2094943913","https://openalex.org/W2102693002","https://openalex.org/W2102734279","https://openalex.org/W2108112020","https://openalex.org/W2109022931","https://openalex.org/W2109155328","https://openalex.org/W2110065044","https://openalex.org/W2111799445","https://openalex.org/W2112090702","https://openalex.org/W2112891119","https://openalex.org/W2130010412","https://openalex.org/W2145099405","https://openalex.org/W2148424404","https://openalex.org/W2152758779","https://openalex.org/W2155656611","https://openalex.org/W2160286559","https://openalex.org/W2163822310","https://openalex.org/W2164856765","https://openalex.org/W2167822639","https://openalex.org/W2170702893","https://openalex.org/W2295598076","https://openalex.org/W2323955250","https://openalex.org/W2411460890","https://openalex.org/W2411622228","https://openalex.org/W2474438422","https://openalex.org/W2505644092","https://openalex.org/W2511999769","https://openalex.org/W2519377973","https://openalex.org/W2526529257","https://openalex.org/W2556590024","https://openalex.org/W2559127480","https://openalex.org/W2560565629","https://openalex.org/W2606627358","https://openalex.org/W2609746265","https://openalex.org/W2747360080","https://openalex.org/W2755248525","https://openalex.org/W2766921515","https://openalex.org/W2767813783","https://openalex.org/W2786198454","https://openalex.org/W2792142370","https://openalex.org/W2799385785","https://openalex.org/W2884386142","https://openalex.org/W2889358804","https://openalex.org/W2951016276","https://openalex.org/W2951617899","https://openalex.org/W2974871229","https://openalex.org/W2979305445","https://openalex.org/W2995313551","https://openalex.org/W3004127313","https://openalex.org/W3004625401","https://openalex.org/W3009253771","https://openalex.org/W3089377940","https://openalex.org/W3091722552","https://openalex.org/W3094384020","https://openalex.org/W3108322837","https://openalex.org/W3110820786","https://openalex.org/W3123448097","https://openalex.org/W3136948697","https://openalex.org/W3136960054","https://openalex.org/W3157616364","https://openalex.org/W3157802181","https://openalex.org/W3182958522","https://openalex.org/W3185188375","https://openalex.org/W3201082894","https://openalex.org/W3210535667","https://openalex.org/W3212274543","https://openalex.org/W4226288288","https://openalex.org/W4256159637","https://openalex.org/W4297620501","https://openalex.org/W6672746784","https://openalex.org/W7038668798"],"related_works":["https://openalex.org/W2202598794","https://openalex.org/W2520999970","https://openalex.org/W2522097803","https://openalex.org/W4396213806","https://openalex.org/W2405250948","https://openalex.org/W2971397699","https://openalex.org/W4224279150","https://openalex.org/W1980500578","https://openalex.org/W3140145712","https://openalex.org/W1610072784"],"abstract_inverted_index":{"Traumatic":[0],"Brain":[1],"Injury":[2],"(TBI)":[3],"is":[4,65],"a":[5,69,227],"frequently":[6],"occurring":[7],"condition":[8],"and":[9,26,37,53,77,90,93,100,106,123,127,155,199,212,243,251],"approximately":[10],"90%":[11],"of":[12,33,68,72,86,190,241,246],"TBI":[13],"cases":[14],"are":[15,235],"classified":[16],"as":[17],"mild":[18],"(mTBI).":[19],"However,":[20],"conventional":[21],"MRI":[22,47],"has":[23,49],"limited":[24],"diagnostic":[25,55],"prognostic":[27],"value,":[28],"thus":[29],"warranting":[30],"the":[31,135,141,168,188,209,239],"utilization":[32],"additional":[34],"imaging":[35],"modalities":[36],"analysis":[38],"procedures.":[39],"The":[40],"functional":[41,46,108],"connectomic":[42,88],"approach":[43],"using":[44],"resting-state":[45],"(rs-fMRI)":[48],"shown":[50],"great":[51],"potential":[52,228],"promising":[54,236],"capabilities":[56],"across":[57],"multiple":[58],"clinical":[59],"scenarios,":[60],"including":[61],"mTBI.":[62,203],"Additionally,":[63],"there":[64],"increasing":[66],"recognition":[67],"fundamental":[70],"role":[71],"brain":[73],"dynamics":[74],"in":[75,140,167,193,202,208],"healthy":[76,133],"pathological":[78],"cognition.":[79],"Here,":[80],"we":[81],"undertake":[82],"an":[83],"in-depth":[84],"investigation":[85],"mTBI-related":[87],"disturbances":[89],"their":[91],"emotional":[92,200,250],"cognitive":[94,198,252],"correlates.":[95],"We":[96],"leveraged":[97],"machine":[98],"learning":[99],"graph":[101],"theory":[102],"to":[103,119,132],"combine":[104],"static":[105],"dynamic":[107],"connectivity":[109],"(FC)":[110],"with":[111,147,175,218],"regional":[112],"entropy":[113],"values,":[114],"achieving":[115],"classification":[116],"accuracy":[117],"up":[118],"75%":[120],"(77,":[121],"74":[122],"76%":[124],"precision,":[125],"sensitivity":[126],"specificity,":[128],"respectively).":[129],"As":[130],"compared":[131],"controls,":[134],"mTBI":[136,242],"group":[137],"displayed":[138],"hypoconnectivity":[139,166],"temporal":[142],"poles,":[143],"which":[144,215],"correlated":[145,173,216],"positively":[146,174],"semantic":[148,219],"(r":[149,159,179],"=":[150,160,180],"0.43,":[151],"p":[152,162,182,223],"<":[153,163,183,224],"0.008)":[154],"phonemic":[156],"verbal":[157,220],"fluency":[158,221],"0.46,":[161],"0.004),":[164],"while":[165],"right":[169,210],"dorsal":[170],"posterior":[171],"cingulate":[172],"depression":[176],"symptom":[177],"severity":[178],"0.54,":[181],"0.0006).":[184],"These":[185,232],"results":[186,234],"highlight":[187],"importance":[189],"residual":[191],"FC":[192],"these":[194],"regions":[195],"for":[196],"preserved":[197],"function":[201],"Conversely,":[204],"hyperconnectivity":[205],"was":[206],"observed":[207],"precentral":[211],"supramarginal":[213],"gyri,":[214],"negatively":[217],"(r=-0.47,":[222],"0.003),":[225],"indicating":[226],"ineffective":[229],"compensatory":[230],"mechanism.":[231],"novel":[233],"toward":[237],"understanding":[238],"pathophysiology":[240],"explaining":[244],"some":[245],"its":[247],"most":[248],"lingering":[249],"symptoms.":[253]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}