{"id":"https://openalex.org/W3091722839","doi":"https://doi.org/10.1007/978-3-030-60946-7_3","title":"A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography","display_name":"A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3091722839","doi":"https://doi.org/10.1007/978-3-030-60946-7_3","mag":"3091722839"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-60946-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-60946-7_3","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/A5051321180","display_name":"Mumu Aktar","orcid":"https://orcid.org/0000-0002-5718-7238"},"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":"Mumu Aktar","raw_affiliation_strings":["Department of Computer Science and Software Engineering, 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"]}]},{"author_position":"middle","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":false,"raw_author_name":"Yiming Xiao","raw_affiliation_strings":["Department of Computer Science and Software Engineering, 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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102977494","display_name":"Donatella Tampieri","orcid":"https://orcid.org/0000-0002-0329-3262"},"institutions":[{"id":"https://openalex.org/I4210156381","display_name":"Kingston Health Sciences Centre","ror":"https://ror.org/05bwaty49","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210156381"]},{"id":"https://openalex.org/I2800753926","display_name":"Kingston General Hospital","ror":"https://ror.org/03zq81960","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800753926"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Donatella Tampieri","raw_affiliation_strings":["Department of Diagnostic Radiology, Kingston Health Sciences Centre, Kingston General Hospital, Kingston, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic Radiology, Kingston Health Sciences Centre, Kingston General Hospital, Kingston, Canada","institution_ids":["https://openalex.org/I4210156381","https://openalex.org/I2800753926"]}]},{"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"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, 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"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051321180"],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9211,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78648532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9983999729156494,"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":0.9983999729156494,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9939000010490417,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9939000010490417,"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/collateral-circulation","display_name":"Collateral circulation","score":0.7873139977455139},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5705054402351379},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5559845566749573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5499274134635925},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5296269059181213},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49738481640815735},{"id":"https://openalex.org/keywords/collateral","display_name":"Collateral","score":0.49578556418418884},{"id":"https://openalex.org/keywords/angiography","display_name":"Angiography","score":0.4908028542995453},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4878571033477783},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.45896291732788086},{"id":"https://openalex.org/keywords/computed-tomography-angiography","display_name":"Computed tomography angiography","score":0.4543154239654541},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3428862690925598},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32892340421676636}],"concepts":[{"id":"https://openalex.org/C2776599846","wikidata":"https://www.wikidata.org/wiki/Q5145979","display_name":"Collateral circulation","level":2,"score":0.7873139977455139},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5705054402351379},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5559845566749573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5499274134635925},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5296269059181213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49738481640815735},{"id":"https://openalex.org/C2777910564","wikidata":"https://www.wikidata.org/wiki/Q694563","display_name":"Collateral","level":2,"score":0.49578556418418884},{"id":"https://openalex.org/C2780643987","wikidata":"https://www.wikidata.org/wiki/Q468414","display_name":"Angiography","level":2,"score":0.4908028542995453},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4878571033477783},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.45896291732788086},{"id":"https://openalex.org/C2781347138","wikidata":"https://www.wikidata.org/wiki/Q1024492","display_name":"Computed tomography angiography","level":3,"score":0.4543154239654541},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3428862690925598},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32892340421676636},{"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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-60946-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-60946-7_3","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":[{"display_name":"No poverty","score":0.75,"id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1977940934","https://openalex.org/W2009767169","https://openalex.org/W2020745232","https://openalex.org/W2030592054","https://openalex.org/W2036200541","https://openalex.org/W2072797332","https://openalex.org/W2082291642","https://openalex.org/W2101234009","https://openalex.org/W2103504761","https://openalex.org/W2138157900","https://openalex.org/W2140365873","https://openalex.org/W2150961232","https://openalex.org/W2155681330","https://openalex.org/W2167970222","https://openalex.org/W2170613521","https://openalex.org/W2192665422","https://openalex.org/W2625197047","https://openalex.org/W2755255518","https://openalex.org/W2767128594","https://openalex.org/W2899740939","https://openalex.org/W2901447395","https://openalex.org/W2902345415","https://openalex.org/W2914040405","https://openalex.org/W2921714268","https://openalex.org/W2952658425","https://openalex.org/W2968247392","https://openalex.org/W2984015796","https://openalex.org/W3002426176","https://openalex.org/W3043796683","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W3124626177","https://openalex.org/W4396768210","https://openalex.org/W2337362340","https://openalex.org/W2181259926","https://openalex.org/W2060344285","https://openalex.org/W2884369361","https://openalex.org/W4392766450","https://openalex.org/W186610043","https://openalex.org/W2333923754","https://openalex.org/W3008562895"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
