{"id":"https://openalex.org/W3083698240","doi":null,"title":"Computational Modeling of the Human Brain for mTBI Prediction and Diagnosis","display_name":"Computational Modeling of the Human Brain for mTBI Prediction and Diagnosis","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3083698240","mag":"3083698240"},"language":"en","primary_location":{"id":"pmh:oai:ir.lib.uwo.ca:etd-9758","doi":null,"is_oa":true,"landing_page_url":"https://ir.lib.uwo.ca/etd/7291","pdf_url":null,"source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"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":"Electronic Thesis and Dissertation Repository","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ir.lib.uwo.ca/etd/7291","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033908653","display_name":"Yanir Levy","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yanir Levy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5033908653"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11487","display_name":"Automotive and Human Injury Biomechanics","score":0.9423999786376953,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11487","display_name":"Automotive and Human Injury Biomechanics","score":0.9423999786376953,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10416","display_name":"Traumatic Brain Injury Research","score":0.05469999834895134,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical 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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/mild-traumatic-brain-injury","display_name":"mild traumatic brain injury","score":0.996999979019165},{"id":"https://openalex.org/keywords/sports-related-concussion","display_name":"sports-related concussion","score":0.9110000133514404},{"id":"https://openalex.org/keywords/finite-element-head-model","display_name":"finite element head model","score":0.8159999847412109},{"id":"https://openalex.org/keywords/brain-connectome","display_name":"brain connectome","score":0.6769999861717224},{"id":"https://openalex.org/keywords/head-impact-simulation","display_name":"head impact simulation","score":0.7620000243186951},{"id":"https://openalex.org/keywords/injury-diagnosis","display_name":"injury diagnosis","score":0.8579999804496765},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"neuroimaging","score":0.3319999873638153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5420113801956177}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:ir.lib.uwo.ca:etd-9758","doi":null,"is_oa":true,"landing_page_url":"https://ir.lib.uwo.ca/etd/7291","pdf_url":null,"source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"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":"Electronic Thesis and Dissertation Repository","raw_type":"text"},{"id":"pmh:oai:uwo.scholaris.ca:20.500.14721/30444","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.14721/30444","pdf_url":null,"source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"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":"thesis"},{"id":"mag:3083698240","doi":null,"is_oa":false,"landing_page_url":"http://ir.lib.uwo.ca/etd/7291/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:ir.lib.uwo.ca:etd-9758","doi":null,"is_oa":true,"landing_page_url":"https://ir.lib.uwo.ca/etd/7291","pdf_url":null,"source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"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":"Electronic Thesis and Dissertation Repository","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8048999905586243}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":122,"referenced_works":["https://openalex.org/W88165185","https://openalex.org/W98221693","https://openalex.org/W138039427","https://openalex.org/W175120886","https://openalex.org/W981894342","https://openalex.org/W1491098724","https://openalex.org/W1497063708","https://openalex.org/W1515010848","https://openalex.org/W1527293832","https://openalex.org/W1573342637","https://openalex.org/W1578164333","https://openalex.org/W1596392312","https://openalex.org/W1597794920","https://openalex.org/W1599599357","https://openalex.org/W1905301960","https://openalex.org/W1928451406","https://openalex.org/W1938923525","https://openalex.org/W1964802316","https://openalex.org/W1970777833","https://openalex.org/W1972889453","https://openalex.org/W1977071806","https://openalex.org/W1977429857","https://openalex.org/W1983097963","https://openalex.org/W1987958149","https://openalex.org/W1991048093","https://openalex.org/W1991120403","https://openalex.org/W1997307080","https://openalex.org/W1999890357","https://openalex.org/W2000871615","https://openalex.org/W2002475136","https://openalex.org/W2003449118","https://openalex.org/W2004351796","https://openalex.org/W2006844787","https://openalex.org/W2008311727","https://openalex.org/W2016126030","https://openalex.org/W2020504674","https://openalex.org/W2020772708","https://openalex.org/W2024477313","https://openalex.org/W2024867072","https://openalex.org/W2025129172","https://openalex.org/W2026070420","https://openalex.org/W2026546965","https://openalex.org/W2028494371","https://openalex.org/W2031169265","https://openalex.org/W2035438756","https://openalex.org/W2036459789","https://openalex.org/W2037445185","https://openalex.org/W2037797005","https://openalex.org/W2043275179","https://openalex.org/W2043357315","https://openalex.org/W2046529900","https://openalex.org/W2054105805","https://openalex.org/W2056046210","https://openalex.org/W2066367593","https://openalex.org/W2074358044","https://openalex.org/W2077072430","https://openalex.org/W2078424522","https://openalex.org/W2079061123","https://openalex.org/W2084074448","https://openalex.org/W2089822970","https://openalex.org/W2092505220","https://openalex.org/W2098413526","https://openalex.org/W2100113305","https://openalex.org/W2103691499","https://openalex.org/W2104159920","https://openalex.org/W2106763716","https://openalex.org/W2111306572","https://openalex.org/W2114856020","https://openalex.org/W2116966235","https://openalex.org/W2120088820","https://openalex.org/W2120112308","https://openalex.org/W2129135420","https://openalex.org/W2129285116","https://openalex.org/W2133553660","https://openalex.org/W2133582225","https://openalex.org/W2136032818","https://openalex.org/W2136110830","https://openalex.org/W2136567718","https://openalex.org/W2141580262","https://openalex.org/W2141679195","https://openalex.org/W2144167541","https://openalex.org/W2151373091","https://openalex.org/W2156208312","https://openalex.org/W2160628568","https://openalex.org/W2163555927","https://openalex.org/W2163885129","https://openalex.org/W2165363575","https://openalex.org/W2166739553","https://openalex.org/W2168182639","https://openalex.org/W2266013933","https://openalex.org/W2266445089","https://openalex.org/W2275095388","https://openalex.org/W2322699055","https://openalex.org/W2517591380","https://openalex.org/W2539573463","https://openalex.org/W2556617566","https://openalex.org/W2571797252","https://openalex.org/W2595085771","https://openalex.org/W2599081806","https://openalex.org/W2604609609","https://openalex.org/W2734822599","https://openalex.org/W2737646001","https://openalex.org/W2762013788","https://openalex.org/W2766639217","https://openalex.org/W2766786132","https://openalex.org/W2795181785","https://openalex.org/W2800743155","https://openalex.org/W2801625478","https://openalex.org/W2803837136","https://openalex.org/W2804164821","https://openalex.org/W2808396033","https://openalex.org/W2808875895","https://openalex.org/W2914392945","https://openalex.org/W2920796963","https://openalex.org/W2921365809","https://openalex.org/W2933990542","https://openalex.org/W2945242455","https://openalex.org/W2977935979","https://openalex.org/W2979708748","https://openalex.org/W2993414300","https://openalex.org/W3028528844","https://openalex.org/W3036316969"],"related_works":["https://openalex.org/W6885160573","https://openalex.org/W6999520479","https://openalex.org/W6999817620","https://openalex.org/W2901780098","https://openalex.org/W7111862475","https://openalex.org/W7018337933","https://openalex.org/W6989810621","https://openalex.org/W4414280167","https://openalex.org/W3087935401","https://openalex.org/W4234866698"],"abstract_inverted_index":{"Sports":[0],"related":[1],"concussions":[2],"and":[3,39,57,65,99],"mild":[4,36],"traumatic":[5,71],"brain":[6,37,54],"injuries":[7,38],"have":[8],"seen":[9],"an":[10,27],"increase":[11],"in":[12,30],"frequency":[13],"over":[14],"the":[15,32,43,67,91,117],"past":[16],"decade.":[17],"The":[18],"creation":[19],"of":[20,34,45,90,116],"highly":[21],"biofidelic":[22],"computational":[23,52],"head":[24,59,72,81,110,122],"models":[25,123],"is":[26,48],"important":[28],"step":[29],"understanding":[31],"mechanisms":[33],"these":[35],"preventing":[40],"them.":[41],"Hence,":[42],"purpose":[44],"this":[46],"research":[47],"to":[49,63,113,132],"combine":[50],"state-of-the-art":[51],"models,":[53],"imaging":[55],"modalities":[56],"traditional":[58,109],"injury":[60,97,126,137],"assessment":[61],"protocols":[62],"simulate":[64],"predict":[66],"brains":[68],"responses":[69],"during":[70],"impacts.":[73],"A":[74],"novel,":[75],"atlas-based,":[76],"parcellated":[77],"axon":[78,102],"fiber":[79],"embedded":[80],"model":[82],"was":[83],"developed":[84,106],"which":[85,128],"allows":[86,129],"for":[87,96,124,130],"in-depth":[88],"analysis":[89],"brain\u2019s":[92],"structural":[93],"connectome":[94],"tracts":[95],"diagnosis":[98],"analysis.":[100],"New":[101],"strain":[103],"metrics":[104],"were":[105],"along":[107],"with":[108],"kinematic":[111],"methodologies":[112],"create":[114],"one":[115],"most":[118],"advanced":[119],"finite":[120],"element":[121],"concussion":[125],"reconstruction":[127],"comparison":[131],"patient":[133],"symptoms":[134],"through":[135],"tract":[136],"level":[138],"prediction.":[139]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2020-09-11T00:00:00"}