{"id":"https://openalex.org/W2971827442","doi":"https://doi.org/10.1007/s11548-019-02060-7","title":"Deep regression neural networks for collateral imaging from dynamic susceptibility contrast-enhanced magnetic resonance perfusion in acute ischemic stroke","display_name":"Deep regression neural networks for collateral imaging from dynamic susceptibility contrast-enhanced magnetic resonance perfusion in acute ischemic stroke","publication_year":2019,"publication_date":"2019-09-03","ids":{"openalex":"https://openalex.org/W2971827442","doi":"https://doi.org/10.1007/s11548-019-02060-7","mag":"2971827442","pmid":"https://pubmed.ncbi.nlm.nih.gov/31482272"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-019-02060-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-019-02060-7","pdf_url":null,"source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-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/A5059649437","display_name":"Minh Nguyen Nhat To","orcid":"https://orcid.org/0000-0003-4035-3313"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Minh Nguyen Nhat To","raw_affiliation_strings":["Department of Computer Science and Engineering, Sejong University, Seoul, 05006, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sejong University, Seoul, 05006, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101653002","display_name":"Hyun Jeong Kim","orcid":"https://orcid.org/0000-0002-1312-3080"},"institutions":[{"id":"https://openalex.org/I4210111267","display_name":"The Catholic University of Korea Daejeon St. Mary's Hospital","ror":"https://ror.org/01tck1990","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210111267","https://openalex.org/I4405260414","https://openalex.org/I87111246"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun Jeong Kim","raw_affiliation_strings":["Daejeon St. Mary's Hospital, Catholic University, Daejeon, 34943, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daejeon St. Mary's Hospital, Catholic University, Daejeon, 34943, South Korea","institution_ids":["https://openalex.org/I4210111267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006166728","display_name":"Hong Gee Roh","orcid":"https://orcid.org/0000-0003-0227-0971"},"institutions":[{"id":"https://openalex.org/I4210091929","display_name":"Konkuk University Medical Center","ror":"https://ror.org/00jcx1769","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I24062138","https://openalex.org/I4210091929"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hong Gee Roh","raw_affiliation_strings":["Konkuk University Medical Center, Seoul, 05029, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Konkuk University Medical Center, Seoul, 05029, South Korea","institution_ids":["https://openalex.org/I4210091929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026518919","display_name":"Yoon-Sik Cho","orcid":"https://orcid.org/0000-0002-9110-7414"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yoon-Sik Cho","raw_affiliation_strings":["Department of Data Science, Sejong University, Seoul, 05006, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Data Science, Sejong University, Seoul, 05006, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036627754","display_name":"Jin Tae Kwak","orcid":"https://orcid.org/0000-0003-0287-4097"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jin Tae Kwak","raw_affiliation_strings":["Department of Computer Science and Engineering, Sejong University, Seoul, 05006, South Korea. jkwak@sejong.ac.kr","Department of Computer Science and Engineering, Sejong University, Seoul, 05006, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-0287-4097","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sejong University, Seoul, 05006, South Korea. jkwak@sejong.ac.kr","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Sejong University, Seoul, 05006, South Korea","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036627754"],"corresponding_institution_ids":["https://openalex.org/I28777354"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":0.7991,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.73948611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"15","issue":"1","first_page":"151","last_page":"162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9412000179290771,"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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9412000179290771,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.025699999183416367,"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"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.004600000102072954,"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/medicine","display_name":"Medicine","score":0.7040735483169556},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.643953800201416},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5855483412742615},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4638497829437256},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4604206085205078},{"id":"https://openalex.org/keywords/ischemia","display_name":"Ischemia","score":0.45168858766555786},{"id":"https://openalex.org/keywords/perfusion-scanning","display_name":"Perfusion scanning","score":0.4324507415294647},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3656424880027771},{"id":"https://openalex.org/keywords/perfusion","display_name":"Perfusion","score":0.3623725175857544}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7040735483169556},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.643953800201416},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5855483412742615},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4638497829437256},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4604206085205078},{"id":"https://openalex.org/C541997718","wikidata":"https://www.wikidata.org/wiki/Q188151","display_name":"Ischemia","level":2,"score":0.45168858766555786},{"id":"https://openalex.org/C135691158","wikidata":"https://www.wikidata.org/wiki/Q7168308","display_name":"Perfusion scanning","level":3,"score":0.4324507415294647},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3656424880027771},{"id":"https://openalex.org/C146957229","wikidata":"https://www.wikidata.org/wiki/Q1266915","display_name":"Perfusion","level":2,"score":0.3623725175857544},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000208","descriptor_name":"Acute Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000208","descriptor_name":"Acute Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000208","descriptor_name":"Acute Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002545","descriptor_name":"Brain Ischemia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002545","descriptor_name":"Brain Ischemia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002545","descriptor_name":"Brain Ischemia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005500","descriptor_name":"Follow-Up Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005500","descriptor_name":"Follow-Up Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005500","descriptor_name":"Follow-Up Studies","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":"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":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11548-019-02060-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-019-02060-7","pdf_url":null,"source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:31482272","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31482272","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":"International journal of computer assisted radiology and surgery","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8500000238418579}],"awards":[{"id":"https://openalex.org/G2811211172","display_name":null,"funder_award_id":"2017R1A2B1008020","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3060672769","display_name":null,"funder_award_id":"2016R1C1B2012433","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W1026270304","https://openalex.org/W1522301498","https://openalex.org/W1571812451","https://openalex.org/W1586104616","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1884191083","https://openalex.org/W1901129140","https://openalex.org/W1977940934","https://openalex.org/W2039240409","https://openalex.org/W2130693107","https://openalex.org/W2133665775","https://openalex.org/W2148016499","https://openalex.org/W2170204664","https://openalex.org/W2170297325","https://openalex.org/W2171058244","https://openalex.org/W2194775991","https://openalex.org/W2220129321","https://openalex.org/W2284198383","https://openalex.org/W2300779272","https://openalex.org/W2301358467","https://openalex.org/W2503339013","https://openalex.org/W2511091004","https://openalex.org/W2549139847","https://openalex.org/W2559597482","https://openalex.org/W2589647984","https://openalex.org/W2592929672","https://openalex.org/W2600979969","https://openalex.org/W2604790786","https://openalex.org/W2626711511","https://openalex.org/W2745006834","https://openalex.org/W2755255518","https://openalex.org/W2790297499","https://openalex.org/W2794022343","https://openalex.org/W2794518994","https://openalex.org/W2795783309","https://openalex.org/W2800452457","https://openalex.org/W2894315883","https://openalex.org/W2902558766","https://openalex.org/W2902793054","https://openalex.org/W2919115771","https://openalex.org/W2921357516","https://openalex.org/W2945892363","https://openalex.org/W2946341834","https://openalex.org/W2950575501","https://openalex.org/W2952781710","https://openalex.org/W2962784654","https://openalex.org/W2962900571","https://openalex.org/W2962914239","https://openalex.org/W2963446712","https://openalex.org/W2963794428","https://openalex.org/W2964101377","https://openalex.org/W2964227007","https://openalex.org/W3102830104","https://openalex.org/W4250482878","https://openalex.org/W4253935741"],"related_works":["https://openalex.org/W2467919609","https://openalex.org/W3032083687","https://openalex.org/W2383101986","https://openalex.org/W2471267301","https://openalex.org/W2467341106","https://openalex.org/W2385340480","https://openalex.org/W2133730772","https://openalex.org/W2015301357","https://openalex.org/W2361304792","https://openalex.org/W2382734415"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
