{"id":"https://openalex.org/W2806031689","doi":"https://doi.org/10.1109/jbhi.2018.2842717","title":"A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury","display_name":"A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2806031689","doi":"https://doi.org/10.1109/jbhi.2018.2842717","mag":"2806031689","pmid":"https://pubmed.ncbi.nlm.nih.gov/29993563"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2018.2842717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2018.2842717","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":null,"license_id":null,"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","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.repository.cam.ac.uk/handle/1810/280427","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083713867","display_name":"Adil Umer","orcid":"https://orcid.org/0000-0002-4681-4486"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Adil Umer","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Tampere, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4681-4486","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Tampere, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089231748","display_name":"Jussi Mattila","orcid":"https://orcid.org/0000-0003-4320-9069"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jussi Mattila","raw_affiliation_strings":["Combinostics Oy, Tampere, Finland"],"raw_orcid":"https://orcid.org/0000-0003-4320-9069","affiliations":[{"raw_affiliation_string":"Combinostics Oy, Tampere, Finland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079096864","display_name":"Hilkka Liedes","orcid":"https://orcid.org/0000-0003-4655-7675"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Hilkka Liedes","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Tampere, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011808458","display_name":"Juha Koikkalainen","orcid":"https://orcid.org/0000-0002-8406-3898"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Juha Koikkalainen","raw_affiliation_strings":["Combinostics Oy, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Combinostics Oy, Tampere, Finland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065166992","display_name":"Jyrki L\u00f6tj\u00f6nen","orcid":"https://orcid.org/0000-0002-8698-4340"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jyrki Lotjonen","raw_affiliation_strings":["Combinostics Oy, Tampere, Finland"],"raw_orcid":"https://orcid.org/0000-0002-8698-4340","affiliations":[{"raw_affiliation_string":"Combinostics Oy, Tampere, Finland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089223544","display_name":"Ari Katila","orcid":null},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ari Katila","raw_affiliation_strings":["University of Turku, Turku, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026652859","display_name":"Janek Frantz\u00e9n","orcid":"https://orcid.org/0000-0002-6847-5374"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Janek Frantzen","raw_affiliation_strings":["University of Turku, Turku, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066932645","display_name":"Virginia Newcombe","orcid":"https://orcid.org/0000-0001-6044-9035"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Virginia Newcombe","raw_affiliation_strings":["University of Cambridge, Cambridge, U.K"],"raw_orcid":"https://orcid.org/0000-0001-6044-9035","affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, U.K","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072685466","display_name":"Olli Tenovuo","orcid":"https://orcid.org/0000-0003-1876-3180"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Olli Tenovuo","raw_affiliation_strings":["University of Turku, Turku, Finland"],"raw_orcid":"https://orcid.org/0000-0003-1876-3180","affiliations":[{"raw_affiliation_string":"University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057778218","display_name":"David Menon","orcid":"https://orcid.org/0000-0002-3228-9692"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Menon","raw_affiliation_strings":["University of Cambridge, Cambridge, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, U.K","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077552925","display_name":"Mark van Gils","orcid":"https://orcid.org/0000-0002-0029-1771"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mark van Gils","raw_affiliation_strings":["VTT Technical Research Centre of Finland Ltd., Tampere, Finland"],"raw_orcid":"https://orcid.org/0000-0002-0029-1771","affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd., Tampere, Finland","institution_ids":["https://openalex.org/I87653560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5083713867"],"corresponding_institution_ids":["https://openalex.org/I87653560"],"apc_list":null,"apc_paid":null,"fwci":0.5902,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.82924107,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"23","issue":"3","first_page":"1261","last_page":"1268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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":0.958299994468689,"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/T10350","display_name":"Electronic Health Records Systems","score":0.955299973487854,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7188034057617188},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.7031381726264954},{"id":"https://openalex.org/keywords/html5","display_name":"HTML5","score":0.6950094699859619},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.6865485906600952},{"id":"https://openalex.org/keywords/traumatic-brain-injury","display_name":"Traumatic brain injury","score":0.6127777099609375},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5901918411254883},{"id":"https://openalex.org/keywords/javascript","display_name":"JavaScript","score":0.5716425776481628},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4853271543979645},{"id":"https://openalex.org/keywords/software-architecture","display_name":"Software architecture","score":0.44713306427001953},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.43502235412597656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3050176501274109},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2844114303588867},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.2097403109073639},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1810970902442932},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1292412281036377}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7188034057617188},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.7031381726264954},{"id":"https://openalex.org/C84063617","wikidata":"https://www.wikidata.org/wiki/Q2053","display_name":"HTML5","level":2,"score":0.6950094699859619},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6865485906600952},{"id":"https://openalex.org/C2781017439","wikidata":"https://www.wikidata.org/wiki/Q1995526","display_name":"Traumatic brain injury","level":2,"score":0.6127777099609375},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5901918411254883},{"id":"https://openalex.org/C544833334","wikidata":"https://www.wikidata.org/wiki/Q2005","display_name":"JavaScript","level":2,"score":0.5716425776481628},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4853271543979645},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.44713306427001953},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.43502235412597656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3050176501274109},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2844114303588867},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2097403109073639},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1810970902442932},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1292412281036377},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":"Q000628","qualifier_name":"therapy","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":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/jbhi.2018.2842717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2018.2842717","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:29993563","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29993563","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:www.repository.cam.ac.uk:1810/280427","is_oa":true,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/280427","pdf_url":"https://www.repository.cam.ac.uk/handle/1810/280427","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":"doi:10.17863/cam.27798","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.27798","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":"pmh:oai:www.repository.cam.ac.uk:1810/280427","is_oa":true,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/280427","pdf_url":"https://www.repository.cam.ac.uk/handle/1810/280427","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"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G5726185495","display_name":null,"funder_award_id":"270259","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320326972","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2806031689.pdf","grobid_xml":"https://content.openalex.org/works/W2806031689.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1743465035","https://openalex.org/W1975125044","https://openalex.org/W1993746117","https://openalex.org/W2050800676","https://openalex.org/W2067692269","https://openalex.org/W2070921889","https://openalex.org/W2077927847","https://openalex.org/W2083755493","https://openalex.org/W2095616696","https://openalex.org/W2101803901","https://openalex.org/W2102693002","https://openalex.org/W2150691612","https://openalex.org/W2419673715","https://openalex.org/W2467557713","https://openalex.org/W2555872815","https://openalex.org/W6719413188","https://openalex.org/W6730065378"],"related_works":["https://openalex.org/W2293322686","https://openalex.org/W4390142841","https://openalex.org/W2102486264","https://openalex.org/W2606134820","https://openalex.org/W562146691","https://openalex.org/W2484907013","https://openalex.org/W2984839098","https://openalex.org/W2191319635","https://openalex.org/W2490499920","https://openalex.org/W2750121105"],"abstract_inverted_index":{"Traumatic":[0],"brain":[1],"injury":[2],"(TBI)":[3],"occurs":[4],"when":[5],"an":[6,150],"external":[7],"force":[8],"causes":[9],"functional":[10],"or":[11],"structural":[12],"alterations":[13],"in":[14,41,61,167,181],"the":[15,68,159,187],"brain.":[16],"Clinical":[17],"characteristics":[18],"of":[19,31,38,55,73,140,186,200],"TBI":[20,89],"vary":[21],"greatly":[22],"from":[23,197],"patient":[24,142],"to":[25,49,164,177],"patient,":[26],"and":[27,52,58,71,115,124,149,169],"a":[28,62,74,94,99,112,141,145,157,174],"large":[29],"amount":[30],"data":[32,57,90],"is":[33,45,108,138],"gathered":[34],"during":[35],"various":[36],"phases":[37],"clinical":[39,182],"care":[40],"these":[42,56],"patients.":[43],"It":[44],"hard":[46],"for":[47,86],"clinicians":[48,194],"efficiently":[50],"integrate":[51],"interpret":[53],"all":[54],"plan":[59],"interventions":[60],"timely":[63],"manner.":[64],"This":[65],"paper":[66],"describes":[67],"technical":[69],"architecture":[70,114],"functionality":[72],"web-based":[75],"decision":[76,201],"support":[77,85,202],"system":[78],"(DSS),":[79],"which":[80],"not":[81],"only":[82],"provides":[83],"advanced":[84],"visualizing":[87],"complex":[88],"but":[91],"also":[92],"predicts":[93],"possible":[95],"outcome":[96],"by":[97,110,116],"using":[98,111,125],"state-of-the-art":[100],"Disease":[101],"State":[102],"Index":[103],"machine-learning":[104],"algorithm.":[105],"The":[106,136],"DSS":[107,137,160],"developed":[109],"three-layered":[113],"employing":[117],"modern":[118],"programming":[119],"principles,":[120],"software":[121,203],"design":[122],"patterns,":[123],"robust":[126],"technologies":[127],"(C#,":[128],"ASP.NET":[129],"MVC,":[130],"HTML5,":[131],"JavaScript,":[132],"Entity":[133],"Framework,":[134],"etc.).":[135],"comprised":[139],"overview":[143],"module,":[144,148],"disease-state":[146],"prediction":[147],"imaging":[151],"module.":[152],"After":[153],"deploying":[154],"it":[155],"on":[156],"web-server,":[158],"was":[161],"made":[162],"available":[163],"two":[165],"hospitals":[166],"U.K.":[168],"Finland.":[170],"Afterwards,":[171],"we":[172],"conducted":[173],"validation":[175],"study":[176,188],"evaluate":[178],"its":[179],"usability":[180],"settings.":[183],"Initial":[184],"results":[185],"indicate":[189],"that":[190],"especially":[191],"less":[192],"experience":[193],"may":[195],"benefit":[196],"this":[198],"type":[199],"tool.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
