{"id":"https://openalex.org/W4405414032","doi":"https://doi.org/10.1007/s11760-024-03696-y","title":"Hybrid-CT: a novel hybrid 2D/3D CNN-Transformer based on transfer learning and attention mechanisms for small object classification","display_name":"Hybrid-CT: a novel hybrid 2D/3D CNN-Transformer based on transfer learning and attention mechanisms for small object classification","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4405414032","doi":"https://doi.org/10.1007/s11760-024-03696-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-024-03696-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-024-03696-y","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/A5010803356","display_name":"Khaled Bayoudh","orcid":"https://orcid.org/0000-0002-1148-4800"},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]},{"id":"https://openalex.org/I177064439","display_name":"Universit\u00e9 de Bourgogne","ror":"https://ror.org/03k1bsr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I177064439"]},{"id":"https://openalex.org/I4210093987","display_name":"Imaging, Brain, and Neuropsychiatry","ror":"https://ror.org/01eem7c55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I154526488","https://openalex.org/I4210093987"]},{"id":"https://openalex.org/I4387152817","display_name":"ImViA - Imagerie et Vision Artificielle","ror":"https://ror.org/020n3gx08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4387152817","https://openalex.org/I4405253280"]}],"countries":["FR","TN"],"is_corresponding":true,"raw_author_name":"Khaled Bayoudh","raw_affiliation_strings":["Laboratoire Imagerie et Vision Artificielle, ImViA, UR 7535, Universit\u00e9 de Bourgogne, Dijon, France","National Engineering School of Monastir (ENIM), Laboratory of Electronics and Micro-electronics (LR99ES30), Faculty of Sciences of Monastir (FSM), University of Monastir, Monastir, Tunisia"],"affiliations":[{"raw_affiliation_string":"Laboratoire Imagerie et Vision Artificielle, ImViA, UR 7535, Universit\u00e9 de Bourgogne, Dijon, France","institution_ids":["https://openalex.org/I4210093987","https://openalex.org/I177064439","https://openalex.org/I4387152817"]},{"raw_affiliation_string":"National Engineering School of Monastir (ENIM), Laboratory of Electronics and Micro-electronics (LR99ES30), Faculty of Sciences of Monastir (FSM), University of Monastir, Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070390073","display_name":"Abdellatif Mtibaa","orcid":"https://orcid.org/0000-0001-5180-9975"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Abdellatif Mtibaa","raw_affiliation_strings":["National Engineering School of Sfax (ENIS), Systems Integration & Emerging Energies (SI2E) Laboratory (LR 21 ES 14), National Engineering School of Sfax (ENIS), University of Sfax, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"National Engineering School of Sfax (ENIS), Systems Integration & Emerging Energies (SI2E) Laboratory (LR 21 ES 14), National Engineering School of Sfax (ENIS), University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010803356"],"corresponding_institution_ids":["https://openalex.org/I166928557","https://openalex.org/I177064439","https://openalex.org/I4210093987","https://openalex.org/I4387152817"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.7708,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74441273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"19","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9976000189781189,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9975000023841858,"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/computer-science","display_name":"Computer science","score":0.786695122718811},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6964950561523438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6850641369819641},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6283993721008301},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.528954029083252},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4989790916442871},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44677355885505676},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.42404627799987793},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.421403706073761},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.396780788898468},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.33632808923721313},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.111630380153656},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07975688576698303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.786695122718811},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6964950561523438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6850641369819641},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6283993721008301},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.528954029083252},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4989790916442871},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44677355885505676},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.42404627799987793},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.421403706073761},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.396780788898468},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.33632808923721313},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.111630380153656},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07975688576698303},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-024-03696-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-024-03696-y","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2067713319","https://openalex.org/W2395579298","https://openalex.org/W2884585870","https://openalex.org/W2907463061","https://openalex.org/W2919115771","https://openalex.org/W2962934715","https://openalex.org/W2990443604","https://openalex.org/W3009131267","https://openalex.org/W3034552520","https://openalex.org/W3041133507","https://openalex.org/W3042203953","https://openalex.org/W3047433257","https://openalex.org/W3109116076","https://openalex.org/W3111940014","https://openalex.org/W3122799380","https://openalex.org/W3129601694","https://openalex.org/W3168997536","https://openalex.org/W3212386989","https://openalex.org/W3213192039","https://openalex.org/W4206237889","https://openalex.org/W4206706211","https://openalex.org/W4213019189","https://openalex.org/W4286203389","https://openalex.org/W4297091060","https://openalex.org/W4313656912","https://openalex.org/W4321435571","https://openalex.org/W4362519158","https://openalex.org/W4365504037","https://openalex.org/W4382176313","https://openalex.org/W4390452972","https://openalex.org/W6618372016","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W4405541655","https://openalex.org/W4386828785","https://openalex.org/W3165580226","https://openalex.org/W3135401135","https://openalex.org/W2886688859","https://openalex.org/W2440023763","https://openalex.org/W2962474440","https://openalex.org/W4309346246"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}