{"id":"https://openalex.org/W2755255518","doi":"https://doi.org/10.1007/978-3-319-67564-0_16","title":"Towards Automatic Collateral Circulation Score Evaluation in Ischemic Stroke Using Image Decompositions and Support Vector Machines","display_name":"Towards Automatic Collateral Circulation Score Evaluation in Ischemic Stroke Using Image Decompositions and Support Vector Machines","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2755255518","doi":"https://doi.org/10.1007/978-3-319-67564-0_16","mag":"2755255518"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-67564-0_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67564-0_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"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/A5046871364","display_name":"Yiming Xiao","orcid":"https://orcid.org/0000-0002-0962-3525"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Yiming Xiao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada","PERFORM Centre, Concordia University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"PERFORM Centre, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020176101","display_name":"Ali Alamer","orcid":"https://orcid.org/0000-0002-3121-9537"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Alamer","raw_affiliation_strings":["Diagnostic and Interventional Neuroradiology, Montreal Neurological Hospital, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Diagnostic and Interventional Neuroradiology, Montreal Neurological Hospital, Montreal, Canada","institution_ids":["https://openalex.org/I1292859797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014525522","display_name":"Vladimir Fonov","orcid":"https://orcid.org/0000-0003-3402-7749"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vladimir Fonov","raw_affiliation_strings":["McConnell Brain Imaging Centre, Montreal Neurological Institute, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute, Montreal, Canada","institution_ids":["https://openalex.org/I1292859797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109281732","display_name":"Benjamin Lo","orcid":null},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Benjamin W. Y. Lo","raw_affiliation_strings":["Department of Neurology and Neurosurgery, Montreal Neurological Hospital, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Neurology and Neurosurgery, Montreal Neurological Hospital, Montreal, Canada","institution_ids":["https://openalex.org/I1292859797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043107463","display_name":"Donatella Tampieri","orcid":"https://orcid.org/0000-0003-3557-8622"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Donatella Tampieri","raw_affiliation_strings":["Department of Neurology and Neurosurgery, Montreal Neurological Hospital, Montreal, Canada","Diagnostic and Interventional Neuroradiology, Montreal Neurological Hospital, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Neurology and Neurosurgery, Montreal Neurological Hospital, Montreal, Canada","institution_ids":["https://openalex.org/I1292859797"]},{"raw_affiliation_string":"Diagnostic and Interventional Neuroradiology, Montreal Neurological Hospital, Montreal, Canada","institution_ids":["https://openalex.org/I1292859797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061155266","display_name":"D. Louis Collins","orcid":"https://orcid.org/0000-0002-8432-7021"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"D. Louis Collins","raw_affiliation_strings":["McConnell Brain Imaging Centre, Montreal Neurological Institute, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"McConnell Brain Imaging Centre, Montreal Neurological Institute, Montreal, Canada","institution_ids":["https://openalex.org/I1292859797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077743201","display_name":"Hassan Rivaz","orcid":"https://orcid.org/0000-0001-5800-3034"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hassan Rivaz","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada","PERFORM Centre, Concordia University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"PERFORM Centre, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068819751","display_name":"Marta Kersten\u2010Oertel","orcid":"https://orcid.org/0000-0002-9492-8402"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marta Kersten-Oertel","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Concordia University, Montreal, Canada","PERFORM Centre, Concordia University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"PERFORM Centre, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5046871364"],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.6022,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95190466,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"158","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9610000252723694,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/collateral-circulation","display_name":"Collateral circulation","score":0.8361015915870667},{"id":"https://openalex.org/keywords/collateral","display_name":"Collateral","score":0.7332638502120972},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6884311437606812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6030329465866089},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5823853015899658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48954543471336365},{"id":"https://openalex.org/keywords/circulation","display_name":"Circulation (fluid dynamics)","score":0.48298707604408264},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.42687633633613586},{"id":"https://openalex.org/keywords/angiography","display_name":"Angiography","score":0.4255138337612152},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4122551679611206},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.38962024450302124},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.37730783224105835},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3606198728084564},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.12602680921554565}],"concepts":[{"id":"https://openalex.org/C2776599846","wikidata":"https://www.wikidata.org/wiki/Q5145979","display_name":"Collateral circulation","level":2,"score":0.8361015915870667},{"id":"https://openalex.org/C2777910564","wikidata":"https://www.wikidata.org/wiki/Q694563","display_name":"Collateral","level":2,"score":0.7332638502120972},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6884311437606812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6030329465866089},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5823853015899658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48954543471336365},{"id":"https://openalex.org/C11111821","wikidata":"https://www.wikidata.org/wiki/Q205880","display_name":"Circulation (fluid dynamics)","level":2,"score":0.48298707604408264},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.42687633633613586},{"id":"https://openalex.org/C2780643987","wikidata":"https://www.wikidata.org/wiki/Q468414","display_name":"Angiography","level":2,"score":0.4255138337612152},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4122551679611206},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.38962024450302124},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.37730783224105835},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3606198728084564},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.12602680921554565},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-67564-0_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67564-0_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W33208438","https://openalex.org/W1736339626","https://openalex.org/W1964818097","https://openalex.org/W1990298245","https://openalex.org/W2001762233","https://openalex.org/W2020745232","https://openalex.org/W2123007151","https://openalex.org/W2138451337","https://openalex.org/W2140365873","https://openalex.org/W2289875158","https://openalex.org/W6601365666"],"related_works":["https://openalex.org/W3124626177","https://openalex.org/W1545046617","https://openalex.org/W1494925915","https://openalex.org/W4243562399","https://openalex.org/W3125787423","https://openalex.org/W3121982030","https://openalex.org/W2495941813","https://openalex.org/W3121410239","https://openalex.org/W1711502999","https://openalex.org/W3123312862"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}