{"id":"https://openalex.org/W4385424183","doi":"https://doi.org/10.1007/s11042-023-16279-9","title":"Combining frequency transformer and CNNs for medical image segmentation","display_name":"Combining frequency transformer and CNNs for medical image segmentation","publication_year":2023,"publication_date":"2023-07-31","ids":{"openalex":"https://openalex.org/W4385424183","doi":"https://doi.org/10.1007/s11042-023-16279-9"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-16279-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-16279-9","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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/A5092781995","display_name":"Ismayl Labbihi","orcid":"https://orcid.org/0000-0001-6303-7538"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Ismayl Labbihi","raw_affiliation_strings":["LabSI Laboratory, Faculty of Sciences, Ibn Zohr University, 80000, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LabSI Laboratory, Faculty of Sciences, Ibn Zohr University, 80000, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025769401","display_name":"Othmane El Meslouhi","orcid":"https://orcid.org/0009-0003-2421-3959"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Othmane El Meslouhi","raw_affiliation_strings":["SARS Group, National School of Applied Sciences, Cadi Ayyad University, 46000, Safi, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SARS Group, National School of Applied Sciences, Cadi Ayyad University, 46000, Safi, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074900834","display_name":"Mohamed Benaddy","orcid":"https://orcid.org/0000-0002-1007-0120"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Benaddy","raw_affiliation_strings":["LabSI Laboratory, Faculty of Sciences, Ibn Zohr University, 80000, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LabSI Laboratory, Faculty of Sciences, Ibn Zohr University, 80000, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033359515","display_name":"Mustapha Kardouchi","orcid":null},"institutions":[{"id":"https://openalex.org/I154799132","display_name":"Universit\u00e9 de Moncton","ror":"https://ror.org/029tnqt29","country_code":"CA","type":"education","lineage":["https://openalex.org/I154799132"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mustapha Kardouchi","raw_affiliation_strings":["PRIME Laboratory, Department of Computer Sciences, Universit\u00e9 de Moncton, 18 Antonine-Maillet Ave, E1A 3E9, Moncton, NB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PRIME Laboratory, Department of Computer Sciences, Universit\u00e9 de Moncton, 18 Antonine-Maillet Ave, E1A 3E9, Moncton, NB, Canada","institution_ids":["https://openalex.org/I154799132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039930829","display_name":"Moulay A. Akhloufi","orcid":"https://orcid.org/0000-0002-4378-2669"},"institutions":[{"id":"https://openalex.org/I154799132","display_name":"Universit\u00e9 de Moncton","ror":"https://ror.org/029tnqt29","country_code":"CA","type":"education","lineage":["https://openalex.org/I154799132"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Moulay Akhloufi","raw_affiliation_strings":["PRIME Laboratory, Department of Computer Sciences, Universit\u00e9 de Moncton, 18 Antonine-Maillet Ave, E1A 3E9, Moncton, NB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PRIME Laboratory, Department of Computer Sciences, Universit\u00e9 de Moncton, 18 Antonine-Maillet Ave, E1A 3E9, Moncton, NB, Canada","institution_ids":["https://openalex.org/I154799132"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5092781995"],"corresponding_institution_ids":["https://openalex.org/I4210088687"],"apc_list":null,"apc_paid":null,"fwci":0.8137,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77906469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"83","issue":"7","first_page":"21197","last_page":"21212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9955999851226807,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8858737945556641},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7267764806747437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7017384171485901},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5730993747711182},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5524671077728271},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.530394434928894},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5243780016899109},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.49582991003990173},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.46923762559890747},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4553232491016388},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40973272919654846},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15837612748146057}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8858737945556641},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7267764806747437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7017384171485901},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5730993747711182},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5524671077728271},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.530394434928894},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5243780016899109},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.49582991003990173},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.46923762559890747},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4553232491016388},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40973272919654846},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15837612748146057},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-16279-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-16279-9","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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":57,"referenced_works":["https://openalex.org/W24640360","https://openalex.org/W1901129140","https://openalex.org/W1981276685","https://openalex.org/W2005015931","https://openalex.org/W2008359794","https://openalex.org/W2021088830","https://openalex.org/W2108598243","https://openalex.org/W2137206388","https://openalex.org/W2194775991","https://openalex.org/W2285968993","https://openalex.org/W2560328367","https://openalex.org/W2766585573","https://openalex.org/W2798305197","https://openalex.org/W2803575519","https://openalex.org/W2884436604","https://openalex.org/W2884588972","https://openalex.org/W2885668531","https://openalex.org/W2888358068","https://openalex.org/W2905338897","https://openalex.org/W2907750714","https://openalex.org/W2927980542","https://openalex.org/W2947263797","https://openalex.org/W2962766617","https://openalex.org/W2962934715","https://openalex.org/W2963062226","https://openalex.org/W2963091558","https://openalex.org/W2963946669","https://openalex.org/W2964227007","https://openalex.org/W2965191509","https://openalex.org/W2996290406","https://openalex.org/W2997286550","https://openalex.org/W3015788359","https://openalex.org/W3081752372","https://openalex.org/W3092344722","https://openalex.org/W3092462072","https://openalex.org/W3138516171","https://openalex.org/W3148874463","https://openalex.org/W3162090017","https://openalex.org/W3168491317","https://openalex.org/W3170841864","https://openalex.org/W3188404242","https://openalex.org/W3202642596","https://openalex.org/W3204166336","https://openalex.org/W3213290340","https://openalex.org/W4205988081","https://openalex.org/W4212875960","https://openalex.org/W4214614183","https://openalex.org/W4255325693","https://openalex.org/W4295259630","https://openalex.org/W4295872763","https://openalex.org/W4295937532","https://openalex.org/W6600001191","https://openalex.org/W6600005384","https://openalex.org/W6600007113","https://openalex.org/W6600213211","https://openalex.org/W6605946209","https://openalex.org/W6608687280"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W2371519352","https://openalex.org/W4205800335","https://openalex.org/W2386644571","https://openalex.org/W2372421320","https://openalex.org/W2551987074"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}