{"id":"https://openalex.org/W4391389343","doi":"https://doi.org/10.1007/978-3-031-47508-5_39","title":"Clinical Outcome Prediction Pipeline for Ischemic Stroke Patients Using Radiomics Features and Machine Learning","display_name":"Clinical Outcome Prediction Pipeline for Ischemic Stroke Patients Using Radiomics Features and Machine Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391389343","doi":"https://doi.org/10.1007/978-3-031-47508-5_39"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-47508-5_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47508-5_39","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5002025173","display_name":"Meryem \u015eahin Erdo\u011fan","orcid":"https://orcid.org/0000-0001-6711-9768"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Meryem \u015eahin Erdo\u011fan","raw_affiliation_strings":["Institute of Biomedical Engineering, Bo\u011fazi\u00e7i University, 34684, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-6711-9768","affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, Bo\u011fazi\u00e7i University, 34684, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009164756","display_name":"Esra S\u00fcmer","orcid":"https://orcid.org/0000-0001-8629-6524"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Esra S\u00fcmer","raw_affiliation_strings":["Institute of Biomedical Engineering, Bo\u011fazi\u00e7i University, 34684, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-8629-6524","affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, Bo\u011fazi\u00e7i University, 34684, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046279601","display_name":"Federico Villagra","orcid":"https://orcid.org/0000-0003-3865-2410"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Federico Villagra","raw_affiliation_strings":["Department of Life Sciences, Aberystwyth University, Ceredigion, SY23 3DA, UK"],"raw_orcid":"https://orcid.org/0000-0003-3865-2410","affiliations":[{"raw_affiliation_string":"Department of Life Sciences, Aberystwyth University, Ceredigion, SY23 3DA, UK","institution_ids":["https://openalex.org/I16038530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065552439","display_name":"Esin \u00d6zt\u00fcrk-I\u015f\u0131k","orcid":"https://orcid.org/0000-0002-8997-878X"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Esin \u00d6zt\u00fcrk I\u015f\u0131k","raw_affiliation_strings":["Institute of Biomedical Engineering, Bo\u011fazi\u00e7i University, 34684, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-8997-878X","affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, Bo\u011fazi\u00e7i University, 34684, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025801187","display_name":"Otar Akanyeti","orcid":"https://orcid.org/0000-0003-3515-6833"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Otar Akanyeti","raw_affiliation_strings":["Department of Computer Science, Aberystwyth University, Ceredigion, SY23 3DB, UK"],"raw_orcid":"https://orcid.org/0000-0003-3515-6833","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aberystwyth University, Ceredigion, SY23 3DB, UK","institution_ids":["https://openalex.org/I16038530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062221821","display_name":"Hale Sayba\u015f\u0131l\u0131","orcid":"https://orcid.org/0000-0002-6016-4651"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hale Sayba\u015f\u0131l\u0131","raw_affiliation_strings":["Institute of Biomedical Engineering, Bo\u011fazi\u00e7i University, 34684, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-6016-4651","affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, Bo\u011fazi\u00e7i University, 34684, Istanbul, Turkey","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5025801187"],"corresponding_institution_ids":["https://openalex.org/I16038530"],"apc_list":null,"apc_paid":null,"fwci":1.2989,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74927309,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"504","last_page":"515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9988999962806702,"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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9966999888420105,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.991100013256073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.8317903876304626},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6797592043876648},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5997603535652161},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5001125335693359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47065845131874084},{"id":"https://openalex.org/keywords/ischemic-stroke","display_name":"Ischemic stroke","score":0.4674573540687561},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38165926933288574},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32919204235076904},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2112637460231781},{"id":"https://openalex.org/keywords/ischemia","display_name":"Ischemia","score":0.11503952741622925},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06680098176002502}],"concepts":[{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.8317903876304626},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6797592043876648},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5997603535652161},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5001125335693359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47065845131874084},{"id":"https://openalex.org/C3020199598","wikidata":"https://www.wikidata.org/wiki/Q12202","display_name":"Ischemic stroke","level":3,"score":0.4674573540687561},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38165926933288574},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32919204235076904},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2112637460231781},{"id":"https://openalex.org/C541997718","wikidata":"https://www.wikidata.org/wiki/Q188151","display_name":"Ischemia","level":2,"score":0.11503952741622925},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06680098176002502},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-47508-5_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47508-5_39","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1969661146","https://openalex.org/W2174661749","https://openalex.org/W2189726121","https://openalex.org/W2767128594","https://openalex.org/W2890354008","https://openalex.org/W2896185502","https://openalex.org/W2963883833","https://openalex.org/W3003484428","https://openalex.org/W3044759607","https://openalex.org/W3048802680","https://openalex.org/W3134678567","https://openalex.org/W3172004399","https://openalex.org/W3199719950","https://openalex.org/W3200908117","https://openalex.org/W3210413021","https://openalex.org/W3212923803","https://openalex.org/W4205679663","https://openalex.org/W4211247746","https://openalex.org/W4282920991","https://openalex.org/W4283759104","https://openalex.org/W4287010128","https://openalex.org/W4319754535","https://openalex.org/W4368367213"],"related_works":["https://openalex.org/W3000891326","https://openalex.org/W2496284264","https://openalex.org/W4205100762","https://openalex.org/W2734724112","https://openalex.org/W2582997534","https://openalex.org/W3009210156","https://openalex.org/W4388577230","https://openalex.org/W4385221818","https://openalex.org/W3030796519","https://openalex.org/W4383892348"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}