{"id":"https://openalex.org/W4392943541","doi":"https://doi.org/10.1109/icetsis61505.2024.10459674","title":"Advances in Feature Extraction for Brain Cancer Analysis: A Review of Traditional, Machine Learning, and Deep Learning Approaches","display_name":"Advances in Feature Extraction for Brain Cancer Analysis: A Review of Traditional, Machine Learning, and Deep Learning Approaches","publication_year":2024,"publication_date":"2024-01-28","ids":{"openalex":"https://openalex.org/W4392943541","doi":"https://doi.org/10.1109/icetsis61505.2024.10459674"},"language":"en","primary_location":{"id":"doi:10.1109/icetsis61505.2024.10459674","doi":"https://doi.org/10.1109/icetsis61505.2024.10459674","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icetsis61505.2024.10459674","pdf_url":null,"source":{"id":"https://openalex.org/S7407089343","display_name":"ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5094188915","display_name":"Basheer Almuhaya","orcid":"https://orcid.org/0009-0003-5514-9726","observed_orcids":["https://orcid.org/0009-0003-5514-9726"]},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Basheer Almuhaya","raw_affiliation_strings":["School of CSE, Lovely Professional University,Phagwara,Punjab,India,144411"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of CSE, Lovely Professional University,Phagwara,Punjab,India,144411","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103033627","display_name":"Bishal Saha","orcid":"https://orcid.org/0000-0003-1755-8484","observed_orcids":["https://orcid.org/0000-0003-1755-8484"]},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bishal Saha","raw_affiliation_strings":["School of CSE, Lovely Professional University,Phagwara,Punjab,India,144411"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of CSE, Lovely Professional University,Phagwara,Punjab,India,144411","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078594886","display_name":"Mahmood A. Bazel","orcid":"https://orcid.org/0000-0003-1260-746X","observed_orcids":["https://orcid.org/0000-0003-1260-746X"]},"institutions":[{"id":"https://openalex.org/I36197038","display_name":"Taiz University","ror":"https://ror.org/03jwcxq96","country_code":"YE","type":"education","lineage":["https://openalex.org/I36197038"]}],"countries":["YE"],"is_corresponding":false,"raw_author_name":"Mahmood A. Bazel","raw_affiliation_strings":["Taiz University,Faculty of Engineering and Information Technology,Taiz,Yemen","Faculty of Engineering and Information Technology, Taiz University, Taiz, Yemen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taiz University,Faculty of Engineering and Information Technology,Taiz,Yemen","institution_ids":["https://openalex.org/I36197038"]},{"raw_affiliation_string":"Faculty of Engineering and Information Technology, Taiz University, Taiz, Yemen","institution_ids":["https://openalex.org/I36197038"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8688,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81211003,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1353","last_page":"1361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"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":0.00430000014603138,"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/T10862","display_name":"AI in cancer detection","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/brain-cancer","display_name":"brain cancer","score":0.7129999995231628},{"id":"https://openalex.org/keywords/brain-tumors","display_name":"brain tumors","score":0.7049999833106995},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.9950000047683716},{"id":"https://openalex.org/keywords/handcrafted-features","display_name":"handcrafted features","score":0.7250000238418579},{"id":"https://openalex.org/keywords/machine-learning-features","display_name":"machine learning features","score":0.8949999809265137},{"id":"https://openalex.org/keywords/deep-features","display_name":"deep features","score":0.9319999814033508},{"id":"https://openalex.org/keywords/tumor-classification","display_name":"tumor classification","score":0.49000000953674316},{"id":"https://openalex.org/keywords/early-detection","display_name":"early detection","score":0.8389999866485596},{"id":"https://openalex.org/keywords/prognosis","display_name":"prognosis","score":0.9100000262260437},{"id":"https://openalex.org/keywords/treatment-planning","display_name":"treatment planning","score":0.9750000238418579}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7260239720344543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6912358403205872},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6343727707862854},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6142604351043701},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5832346677780151},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4315357506275177},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icetsis61505.2024.10459674","doi":"https://doi.org/10.1109/icetsis61505.2024.10459674","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icetsis61505.2024.10459674","pdf_url":null,"source":{"id":"https://openalex.org/S7407089343","display_name":"ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6240000128746033,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W2017896827","https://openalex.org/W2109209964","https://openalex.org/W2128552148","https://openalex.org/W2143882983","https://openalex.org/W2180878079","https://openalex.org/W2565211838","https://openalex.org/W2619829531","https://openalex.org/W2789291564","https://openalex.org/W2883584378","https://openalex.org/W2905510341","https://openalex.org/W2913928134","https://openalex.org/W2942029415","https://openalex.org/W2945084109","https://openalex.org/W2946278068","https://openalex.org/W2962729745","https://openalex.org/W2963016155","https://openalex.org/W2992511782","https://openalex.org/W2995601881","https://openalex.org/W3092351694","https://openalex.org/W3098080070","https://openalex.org/W3101874301","https://openalex.org/W3102588528","https://openalex.org/W3118728218","https://openalex.org/W3118741778","https://openalex.org/W3140854437","https://openalex.org/W3161558656","https://openalex.org/W3163334550","https://openalex.org/W3165866168","https://openalex.org/W3169274538","https://openalex.org/W3174989095","https://openalex.org/W3179563278","https://openalex.org/W3189074814","https://openalex.org/W3194730353","https://openalex.org/W3195145579","https://openalex.org/W3196493794","https://openalex.org/W3196946040","https://openalex.org/W3200494738","https://openalex.org/W3211740276","https://openalex.org/W3214377198","https://openalex.org/W3215221267","https://openalex.org/W4206095984","https://openalex.org/W4213229413","https://openalex.org/W4220929385","https://openalex.org/W4281609898","https://openalex.org/W4287447409","https://openalex.org/W4289109286","https://openalex.org/W4289277935","https://openalex.org/W4292554583","https://openalex.org/W4308587985","https://openalex.org/W4311075198","https://openalex.org/W4319068673","https://openalex.org/W4321787037","https://openalex.org/W4323663693","https://openalex.org/W4353081466","https://openalex.org/W4360994604","https://openalex.org/W4366590341","https://openalex.org/W4366987596","https://openalex.org/W4385760777","https://openalex.org/W4388070407"],"related_works":["https://openalex.org/W6911385616","https://openalex.org/W2798955074","https://openalex.org/W4399308757","https://openalex.org/W3162299372","https://openalex.org/W7154480573","https://openalex.org/W4413343981","https://openalex.org/W6949270899","https://openalex.org/W4407040579","https://openalex.org/W1508368463","https://openalex.org/W4405800406"],"abstract_inverted_index":{"Brain":[0],"cancer":[1,53,128],"remains":[2],"a":[3,27,108],"formidable":[4],"health":[5],"challenge,":[6],"necessitating":[7],"continuous":[8],"advancement":[9],"in":[10,30,51,90,126,134],"diagnostic":[11],"and":[12,22,35,61,75,86,105,122,130],"therapeutic":[13],"strategies.":[14],"Feature":[15],"extraction":[16,48,66],"techniques,":[17,74],"encompassing":[18],"traditional,":[19,119],"machine":[20,72,120],"learning,":[21,121],"deep":[23,77,123],"learning-based":[24,73,124],"methods,":[25,125],"play":[26],"pivotal":[28],"role":[29,114],"the":[31,45,59,83,96,113],"early":[32],"detection,":[33],"prognosis,":[34],"treatment":[36],"planning":[37],"of":[38,63,115,138],"brain":[39,52,127],"tumors.":[40],"This":[41],"paper":[42,56],"comprehensively":[43],"analyses":[44],"state-of-the-art":[46],"feature":[47,65,116],"methods":[49],"employed":[50],"research.":[54],"The":[55],"critically":[57],"evaluates":[58],"strengths":[60],"weaknesses":[62],"various":[64],"approaches,":[67],"including":[68],"traditional":[69],"handcrafted":[70],"features,":[71],"advanced":[76],"learning":[78],"methods.":[79],"Furthermore,":[80],"we":[81],"discuss":[82],"emerging":[84],"trends":[85],"potential":[87],"future":[88],"directions":[89],"this":[91,99,135],"dynamic":[92],"field.":[93],"By":[94],"synthesizing":[95],"current":[97],"literature,":[98],"review":[100],"aims":[101],"to":[102],"provide":[103],"researchers":[104],"clinicians":[106],"with":[107],"valuable":[109],"resource":[110],"for":[111],"understanding":[112],"extraction,":[117],"spanning":[118],"analysis":[129],"promoting":[131],"further":[132],"advancements":[133],"critical":[136],"area":[137],"study.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-03-20T00:00:00"}
