{"id":"https://openalex.org/W4392812481","doi":"https://doi.org/10.1007/978-3-031-55326-4_21","title":"Segmented Glioma Classification Using Radiomics-Based Machine Learning: A Comparative Analysis of\u00a0Feature Selection Techniques","display_name":"Segmented Glioma Classification Using Radiomics-Based Machine Learning: A Comparative Analysis of\u00a0Feature Selection Techniques","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392812481","doi":"https://doi.org/10.1007/978-3-031-55326-4_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-55326-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-55326-4_21","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/A5062217451","display_name":"Amal Jlassi","orcid":null},"institutions":[{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]},{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR","TN"],"is_corresponding":true,"raw_author_name":"Amal Jlassi","raw_affiliation_strings":["Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d\u2019Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l\u2019Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia","Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d'Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l'Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d\u2019Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l\u2019Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia","institution_ids":["https://openalex.org/I63596082","https://openalex.org/I4210144804"]},{"raw_affiliation_string":"Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d'Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l'Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102629966","display_name":"Amel Omri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106624","display_name":"\u00c9cole Nationale d'Ing\u00e9nieurs de Gab\u00e8s","ror":"https://ror.org/01fy5k372","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210106624"]},{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Amel Omri","raw_affiliation_strings":["Ecole Nationale d\u2019Ing\u00e9nieurs de Tunis (Enit), LR RISC, Tunis, Tunisia","Ecole Nationale d'Ing\u00e9nieurs de Tunis (Enit), LR RISC, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"Ecole Nationale d\u2019Ing\u00e9nieurs de Tunis (Enit), LR RISC, Tunis, Tunisia","institution_ids":["https://openalex.org/I4210106624","https://openalex.org/I4210131288"]},{"raw_affiliation_string":"Ecole Nationale d'Ing\u00e9nieurs de Tunis (Enit), LR RISC, Tunis, Tunisia","institution_ids":["https://openalex.org/I4210131288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034599370","display_name":"Khaoula ElBedoui","orcid":"https://orcid.org/0000-0001-9687-720X"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]},{"id":"https://openalex.org/I4210110695","display_name":"Universit\u00e9 Tunis Carthage","ror":"https://ror.org/01xf5pq20","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210110695"]},{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["FR","TN"],"is_corresponding":false,"raw_author_name":"Khaoula ElBedoui","raw_affiliation_strings":["Universit\u00e9 de Carthage, Ecole Nationale d\u2019Ing\u00e9nieurs de Carthage, 45 Rue des Entrepreneurs, 2035, Tunis-Carthage, Tunisia","Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d\u2019Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l\u2019Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia","Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d'Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l'Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Carthage, Ecole Nationale d\u2019Ing\u00e9nieurs de Carthage, 45 Rue des Entrepreneurs, 2035, Tunis-Carthage, Tunisia","institution_ids":["https://openalex.org/I179097149","https://openalex.org/I4210110695"]},{"raw_affiliation_string":"Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d\u2019Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l\u2019Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia","institution_ids":["https://openalex.org/I63596082","https://openalex.org/I4210144804"]},{"raw_affiliation_string":"Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d'Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l'Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064964201","display_name":"Walid Barhoumi","orcid":"https://orcid.org/0000-0003-2123-4992"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I4210110695","display_name":"Universit\u00e9 Tunis Carthage","ror":"https://ror.org/01xf5pq20","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210110695"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["FR","TN"],"is_corresponding":false,"raw_author_name":"Walid Barhoumi","raw_affiliation_strings":["Universit\u00e9 de Carthage, Ecole Nationale d\u2019Ing\u00e9nieurs de Carthage, 45 Rue des Entrepreneurs, 2035, Tunis-Carthage, Tunisia","Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d\u2019Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l\u2019Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia","Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d'Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l'Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Carthage, Ecole Nationale d\u2019Ing\u00e9nieurs de Carthage, 45 Rue des Entrepreneurs, 2035, Tunis-Carthage, Tunisia","institution_ids":["https://openalex.org/I179097149","https://openalex.org/I4210110695"]},{"raw_affiliation_string":"Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d\u2019Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l\u2019Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia","institution_ids":["https://openalex.org/I63596082","https://openalex.org/I4210144804"]},{"raw_affiliation_string":"Universit\u00e9 de Tunis El Manar, Institut Sup\u00e9rieur d'Informatique, Research Team on Intelligent Systems in Imaging and Artificial Vision (SIIVA), LR16ES06 Laboratoire de Recherche en Informatique, Mod\u00e9lisation et Traitement de l'Information et de la Connaissance (LIMTIC), 2 Rue Abou Rayhane Bayrouni, 2080, Ariana, Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062217451"],"corresponding_institution_ids":["https://openalex.org/I108714496","https://openalex.org/I4210144804","https://openalex.org/I63596082"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.0284,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89082873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"425","last_page":"447"},"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":1.0,"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":1.0,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9912999868392944,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/computer-science","display_name":"Computer science","score":0.849427342414856},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7828818559646606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6622734069824219},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.6517246961593628},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5111189484596252},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4853626489639282},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.481500506401062},{"id":"https://openalex.org/keywords/glioma","display_name":"Glioma","score":0.4503253996372223},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38699963688850403}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.849427342414856},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7828818559646606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6622734069824219},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.6517246961593628},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5111189484596252},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4853626489639282},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.481500506401062},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.4503253996372223},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38699963688850403},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-55326-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-55326-4_21","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1860015181","https://openalex.org/W2073644256","https://openalex.org/W2260771218","https://openalex.org/W2460918282","https://openalex.org/W2465688795","https://openalex.org/W2466943523","https://openalex.org/W2513617873","https://openalex.org/W2517954747","https://openalex.org/W2580767461","https://openalex.org/W2613456556","https://openalex.org/W2737419647","https://openalex.org/W2763355946","https://openalex.org/W2767128594","https://openalex.org/W2791575870","https://openalex.org/W2804278045","https://openalex.org/W2804850886","https://openalex.org/W2805553949","https://openalex.org/W2805989241","https://openalex.org/W2901166159","https://openalex.org/W2910109668","https://openalex.org/W2939039556","https://openalex.org/W2943666912","https://openalex.org/W2962316502","https://openalex.org/W2964340594","https://openalex.org/W2965286438","https://openalex.org/W2984802304","https://openalex.org/W2999850615","https://openalex.org/W3000870092","https://openalex.org/W3007428445","https://openalex.org/W3011334092","https://openalex.org/W3012288106","https://openalex.org/W3013330736","https://openalex.org/W3016950250","https://openalex.org/W3018852185","https://openalex.org/W3023279341","https://openalex.org/W3028826383","https://openalex.org/W3033909547","https://openalex.org/W3049655825","https://openalex.org/W3087642760","https://openalex.org/W3117765623","https://openalex.org/W3119189343","https://openalex.org/W3126977517","https://openalex.org/W3167039926","https://openalex.org/W3175762528","https://openalex.org/W3202000232","https://openalex.org/W4210561598","https://openalex.org/W4210886695","https://openalex.org/W4211022706","https://openalex.org/W4236535452","https://openalex.org/W4283719804","https://openalex.org/W4285800656","https://openalex.org/W4289637909","https://openalex.org/W4323240712","https://openalex.org/W4361273817","https://openalex.org/W4376626226"],"related_works":["https://openalex.org/W3000891326","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/W4225316186","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}