{"id":"https://openalex.org/W4414212449","doi":"https://doi.org/10.1007/s11760-025-04664-w","title":"A hybrid ViT-CNN model with attention mechanism and dual feature selection for cervical cancer detection","display_name":"A hybrid ViT-CNN model with attention mechanism and dual feature selection for cervical cancer detection","publication_year":2025,"publication_date":"2025-09-09","ids":{"openalex":"https://openalex.org/W4414212449","doi":"https://doi.org/10.1007/s11760-025-04664-w"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-025-04664-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-025-04664-w","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"},"type":"article","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/A5024020541","display_name":"Merve Kes\u0131m \u00d6nal","orcid":"https://orcid.org/0000-0001-8204-846X"},"institutions":[{"id":"https://openalex.org/I6573832","display_name":"Turgut \u00d6zal University","ror":"https://ror.org/03r7b1f79","country_code":"TR","type":"education","lineage":["https://openalex.org/I6573832"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Merve Kesim Onal","raw_affiliation_strings":["Department of Computer Engineering, Malatya Turgut Ozal University, Malatya, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-8204-846X","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Malatya Turgut Ozal University, Malatya, Turkey","institution_ids":["https://openalex.org/I6573832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077829913","display_name":"A Van","orcid":null},"institutions":[{"id":"https://openalex.org/I6573832","display_name":"Turgut \u00d6zal University","ror":"https://ror.org/03r7b1f79","country_code":"TR","type":"education","lineage":["https://openalex.org/I6573832"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Abdullah Enes Van","raw_affiliation_strings":["Department of Software Engineering, Malatya Turgut Ozal University, Malatya, Turkey"],"raw_orcid":"https://orcid.org/0009-0004-9735-0417","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Malatya Turgut Ozal University, Malatya, Turkey","institution_ids":["https://openalex.org/I6573832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066635935","display_name":"Derya Avc\u0131","orcid":"https://orcid.org/0000-0002-5204-0501"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Derya Avci","raw_affiliation_strings":["Department of Software Engineering, Firat University, Elazig, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-5204-0501","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Firat University, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080515753","display_name":"Muhammed Y\u0131ld\u0131r\u0131m","orcid":"https://orcid.org/0000-0003-1866-4721"},"institutions":[{"id":"https://openalex.org/I6573832","display_name":"Turgut \u00d6zal University","ror":"https://ror.org/03r7b1f79","country_code":"TR","type":"education","lineage":["https://openalex.org/I6573832"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Muhammed Yildirim","raw_affiliation_strings":["Department of Computer Engineering, Malatya Turgut Ozal University, Malatya, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-1866-4721","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Malatya Turgut Ozal University, Malatya, Turkey","institution_ids":["https://openalex.org/I6573832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054149068","display_name":"Harun Bing\u00f6l","orcid":"https://orcid.org/0000-0001-5071-4616"},"institutions":[{"id":"https://openalex.org/I6573832","display_name":"Turgut \u00d6zal University","ror":"https://ror.org/03r7b1f79","country_code":"TR","type":"education","lineage":["https://openalex.org/I6573832"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Harun Bingol","raw_affiliation_strings":["Department of Software Engineering, Malatya Turgut Ozal University, Malatya, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-5071-4616","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Malatya Turgut Ozal University, Malatya, Turkey","institution_ids":["https://openalex.org/I6573832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083558156","display_name":"Engin Avc\u0131","orcid":"https://orcid.org/0000-0001-6278-3221"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Engin Avci","raw_affiliation_strings":["Department of Software Engineering, Firat University, Elazig, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-6278-3221","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Firat University, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5024020541"],"corresponding_institution_ids":["https://openalex.org/I6573832"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.9111,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94055897,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"19","issue":"12","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9923999905586243,"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"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9840999841690063,"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/feature-selection","display_name":"Feature selection","score":0.6888999938964844},{"id":"https://openalex.org/keywords/cervical-cancer","display_name":"Cervical cancer","score":0.6725999712944031},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6104999780654907},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.482699990272522},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.44929999113082886},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.43720000982284546},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4221000075340271},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4092999994754791}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.689300000667572},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6888999938964844},{"id":"https://openalex.org/C2778220009","wikidata":"https://www.wikidata.org/wiki/Q160105","display_name":"Cervical cancer","level":3,"score":0.6725999712944031},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6322000026702881},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6104999780654907},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.482699990272522},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.44929999113082886},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44359999895095825},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.43720000982284546},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4221000075340271},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4092999994754791},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.39649999141693115},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3463999927043915},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.33550000190734863},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.31450000405311584},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C2776117191","wikidata":"https://www.wikidata.org/wiki/Q912741","display_name":"Colposcopy","level":4,"score":0.3001999855041504},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.27730000019073486},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.2732999920845032},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C3019722297","wikidata":"https://www.wikidata.org/wiki/Q4440864","display_name":"High dimensional","level":2,"score":0.2565999925136566}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-025-04664-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-025-04664-w","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1941776267","https://openalex.org/W2004075725","https://openalex.org/W2004147962","https://openalex.org/W2055203001","https://openalex.org/W2097117768","https://openalex.org/W2119821739","https://openalex.org/W2122111042","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2892046320","https://openalex.org/W2963163009","https://openalex.org/W2963420686","https://openalex.org/W2963446712","https://openalex.org/W2964350391","https://openalex.org/W3009901339","https://openalex.org/W3187743275","https://openalex.org/W3213783748","https://openalex.org/W3214901590","https://openalex.org/W4206809268","https://openalex.org/W4224300044","https://openalex.org/W4280510291","https://openalex.org/W4285084091","https://openalex.org/W4297829739","https://openalex.org/W4378979755","https://openalex.org/W4383646104","https://openalex.org/W4390204227","https://openalex.org/W4390570652","https://openalex.org/W4393096338","https://openalex.org/W4401921827","https://openalex.org/W4407023520","https://openalex.org/W4407825460","https://openalex.org/W4409409285"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-05-19T08:33:51.333923","created_date":"2025-10-10T00:00:00"}
