{"id":"https://openalex.org/W4295450564","doi":"https://doi.org/10.1109/embc48229.2022.9871864","title":"Multi-modal data integration platform combining clinical and preclinical models of post subarachnoid hemorrhage epilepsy","display_name":"Multi-modal data integration platform combining clinical and preclinical models of post subarachnoid hemorrhage epilepsy","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4295450564","doi":"https://doi.org/10.1109/embc48229.2022.9871864","pmid":"https://pubmed.ncbi.nlm.nih.gov/36086190"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871864","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069822107","display_name":"Biswajit Maharathi","orcid":"https://orcid.org/0000-0002-9869-1801"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Biswajit Maharathi","raw_affiliation_strings":["College of Medicine, University of Illinois,Chicago,IL,USA,60612"],"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Illinois,Chicago,IL,USA,60612","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060826410","display_name":"Jensen Wong","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jensen Wong","raw_affiliation_strings":["College of Medicine, University of Illinois,Chicago,IL,USA,60612"],"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Illinois,Chicago,IL,USA,60612","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060114618","display_name":"Joseph R. Geraghty","orcid":"https://orcid.org/0000-0002-6828-4893"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph R. Geraghty","raw_affiliation_strings":["College of Medicine, University of Illinois,Chicago,IL,USA,60612"],"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Illinois,Chicago,IL,USA,60612","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078903074","display_name":"Anna Serafini","orcid":"https://orcid.org/0009-0008-1920-910X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna Serafini","raw_affiliation_strings":["College of Medicine, University of Illinois,Chicago,IL,USA,60612"],"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Illinois,Chicago,IL,USA,60612","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072696692","display_name":"Jared Davis","orcid":"https://orcid.org/0000-0001-6638-0956"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jared M. Davis","raw_affiliation_strings":["College of Medicine, University of Illinois,Chicago,IL,USA,60612"],"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Illinois,Chicago,IL,USA,60612","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003724389","display_name":"Mitchell Butler","orcid":"https://orcid.org/0000-0002-6373-0559"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mitchell Butler","raw_affiliation_strings":["College of Medicine, University of Illinois,Chicago,IL,USA,60612"],"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Illinois,Chicago,IL,USA,60612","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077350971","display_name":"Subhash Kumar Kolar","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subhash Kumar Kolar","raw_affiliation_strings":["College of Medicine, University of Illinois,Chicago,IL,USA,60612"],"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Illinois,Chicago,IL,USA,60612","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044785780","display_name":"Dilip K. Pandey","orcid":"https://orcid.org/0000-0001-7242-3182"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dilip K. Pandey","raw_affiliation_strings":["College of Medicine, University of Illinois,Chicago,IL,USA,60612"],"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Illinois,Chicago,IL,USA,60612","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050248409","display_name":"Jeffrey A. Loeb","orcid":"https://orcid.org/0000-0003-2980-6377"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey A. Loeb","raw_affiliation_strings":["College of Medicine, University of Illinois,Chicago,IL,USA,60612"],"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Illinois,Chicago,IL,USA,60612","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5069822107"],"corresponding_institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":1.6311,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8976378,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2022","issue":null,"first_page":"3459","last_page":"3463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.984499990940094,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6752879619598389},{"id":"https://openalex.org/keywords/subarachnoid-hemorrhage","display_name":"Subarachnoid hemorrhage","score":0.5732758045196533},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.46560293436050415},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.45705389976501465},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4483352303504944},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.43052399158477783},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.42114144563674927},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35184937715530396},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2934199273586273},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20334115624427795}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6752879619598389},{"id":"https://openalex.org/C2777736543","wikidata":"https://www.wikidata.org/wiki/Q693442","display_name":"Subarachnoid hemorrhage","level":2,"score":0.5732758045196533},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.46560293436050415},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.45705389976501465},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4483352303504944},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.43052399158477783},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.42114144563674927},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35184937715530396},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2934199273586273},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20334115624427795},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[{"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":"D001930","descriptor_name":"Brain Injuries","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D001930","descriptor_name":"Brain Injuries","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D001930","descriptor_name":"Brain Injuries","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000150","qualifier_name":"complications","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":"D013345","descriptor_name":"Subarachnoid Hemorrhage","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D013345","descriptor_name":"Subarachnoid Hemorrhage","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D013345","descriptor_name":"Subarachnoid Hemorrhage","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D013345","descriptor_name":"Subarachnoid Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D013345","descriptor_name":"Subarachnoid Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D013345","descriptor_name":"Subarachnoid Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023421","descriptor_name":"Models, Animal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023421","descriptor_name":"Models, Animal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023421","descriptor_name":"Models, Animal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9871864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871864","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36086190","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36086190","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G2257655145","display_name":null,"funder_award_id":"1F31NS105525-01A1","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G5273751694","display_name":null,"funder_award_id":"W81XWH-15-2-0069","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G7060723737","display_name":null,"funder_award_id":"UL1TR002003","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337359","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"},{"id":"https://openalex.org/F4320338280","display_name":"Medical Research and Materiel Command","ror":"https://ror.org/03cd02q50"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W37636296","https://openalex.org/W2068399230","https://openalex.org/W2123491442","https://openalex.org/W2156480002","https://openalex.org/W2261997464","https://openalex.org/W2345279893","https://openalex.org/W2613688043","https://openalex.org/W2807034777","https://openalex.org/W2918225995"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W1699080303","https://openalex.org/W2944823289","https://openalex.org/W4297799326","https://openalex.org/W3116064965","https://openalex.org/W4287027380","https://openalex.org/W3193760048","https://openalex.org/W4285822516"],"abstract_inverted_index":{"Subarachnoid":[0],"hemorrhage":[1,217],"(SAH)":[2],"is":[3,38,133,165],"a":[4,39,128],"devastating":[5],"neurological":[6],"injury":[7,53],"that":[8,82,93,132],"can":[9,114,209],"lead":[10],"to":[11,24,27,51,57,84,138,198],"many":[12],"downstream":[13],"complications":[14],"including":[15],"epilepsy.":[16],"Predicting":[17],"who":[18],"will":[19],"get":[20],"epilepsy":[21],"in":[22,89],"order":[23],"find":[25],"ways":[26],"prevent":[28],"it":[29],"as":[30,32],"well":[31],"stratify":[33],"patients":[34,182],"for":[35,160,215],"future":[36],"interventions":[37],"major":[40],"challenge":[41],"given":[42],"the":[43,52,61,69,86,121,169],"large":[44],"number":[45],"of":[46,71,178],"variables":[47,87,96],"not":[48],"only":[49],"related":[50],"itself,":[54],"but":[55],"also":[56],"what":[58],"happens":[59],"after":[60],"injury.":[62],"Extensive":[63],"multimodal":[64,124],"data":[65,100,141,154,156,179,193,202],"are":[66,79,104],"generated":[67],"during":[68],"process":[70],"SAH":[72],"patient":[73,201],"care.":[74],"In":[75],"parallel,":[76],"preclinical":[77,192],"models":[78,103],"under":[80],"development":[81],"attempt":[83],"imitate":[85],"observed":[88],"patients.":[90],"Computational":[91],"tools":[92],"consider":[94],"all":[95,139],"from":[97,180],"both":[98],"human":[99],"and":[101,106,119,136,148,158,173,183,191,203,212,218],"animal":[102],"lacking":[105],"demand":[107],"an":[108],"integrated,":[109],"time-dependent":[110],"platform":[111,188],"where":[112],"researchers":[113],"aggregate,":[115],"store,":[116],"visualize,":[117],"analyze,":[118],"share":[120],"extensive":[122],"integrated":[123],"information.":[125],"We":[126],"developed":[127],"multi-tier":[129],"web-based":[130],"application":[131],"secure,":[134],"extensible,":[135],"adaptable":[137],"available":[140],"modalities":[142],"using":[143],"flask":[144],"micro-web":[145],"framework,":[146],"python,":[147],"PostgreSQL":[149],"database.":[150],"The":[151,163],"system":[152,164],"supports":[153,189],"visualization,":[155],"sharing":[157],"downloading":[159],"offline":[161],"processing.":[162],"currently":[166],"hosted":[167],"inside":[168],"institutional":[170],"private":[171],"network":[172],"holds":[174],"[Formula:":[175],"see":[176],"text]":[177],"164":[181],"71":[184],"rodents.":[185],"Clinical":[186],"Relevance-Our":[187],"clinical":[190,213],"management.":[194],"It":[195],"allows":[196],"users":[197],"comprehensively":[199],"visualize":[200],"perform":[204],"visual":[205],"analytics.":[206],"These":[207],"utilities":[208],"improve":[210],"research":[211],"practice":[214],"subarachnoid":[216],"other":[219],"brain":[220],"injuries.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}