{"id":"https://openalex.org/W4400975417","doi":"https://doi.org/10.1109/accai61061.2024.10601862","title":"Transfer Learning in Biomedical Image Classification","display_name":"Transfer Learning in Biomedical Image Classification","publication_year":2024,"publication_date":"2024-05-09","ids":{"openalex":"https://openalex.org/W4400975417","doi":"https://doi.org/10.1109/accai61061.2024.10601862"},"language":"en","primary_location":{"id":"doi:10.1109/accai61061.2024.10601862","doi":"https://doi.org/10.1109/accai61061.2024.10601862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/accai61061.2024.10601862","pdf_url":null,"source":{"id":"https://openalex.org/S4363608055","display_name":"International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI)","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 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI)","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/A5008510273","display_name":"Vijaya Gunturu","orcid":"https://orcid.org/0000-0002-4298-2554","observed_orcids":["https://orcid.org/0000-0002-4298-2554"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vijaya Gunturu","raw_affiliation_strings":["Maturi Venkata Subba Rao (MVSR) Engineering College,Nadergul, Hyderabad,Telangana,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Maturi Venkata Subba Rao (MVSR) Engineering College,Nadergul, Hyderabad,Telangana,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068998191","display_name":"Niladri Maiti","orcid":"https://orcid.org/0000-0001-7278-3364","observed_orcids":["https://orcid.org/0000-0001-7278-3364"]},"institutions":[{"id":"https://openalex.org/I4210096951","display_name":"Central Asian University","ror":"https://ror.org/00x6wnm78","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4210096951"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Niladri Maiti","raw_affiliation_strings":["Central Asian University,School Of Dentistry,Tashkent,Uzbekistan,111221"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Asian University,School Of Dentistry,Tashkent,Uzbekistan,111221","institution_ids":["https://openalex.org/I4210096951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066379539","display_name":"Babacar Tour\u00e9","orcid":"https://orcid.org/0000-0002-2627-2966","observed_orcids":["https://orcid.org/0000-0002-2627-2966"]},"institutions":[{"id":"https://openalex.org/I4210106663","display_name":"International University of Rabat","ror":"https://ror.org/01t9czq80","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210106663"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Babacar Toure","raw_affiliation_strings":["College Of Health Sciences International University Of Rabat,Faculty Of Dental Medicine,Rabat,Morocco,11103"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College Of Health Sciences International University Of Rabat,Faculty Of Dental Medicine,Rabat,Morocco,11103","institution_ids":["https://openalex.org/I4210106663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025607808","display_name":"Pankaj Ramakant Kunekar","orcid":"https://orcid.org/0000-0001-6729-5315","observed_orcids":["https://orcid.org/0000-0001-6729-5315"]},"institutions":[{"id":"https://openalex.org/I4405261743","display_name":"Vishwakarma Institute of Technology","ror":"https://ror.org/05sj18h57","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405261743"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pankaj Kunekar","raw_affiliation_strings":["Vishwakarma Institute of Technology,Information Technology,Pune,Maharashtra"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vishwakarma Institute of Technology,Information Technology,Pune,Maharashtra","institution_ids":["https://openalex.org/I4405261743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105049086","display_name":"Shaik Balkhis Banu","orcid":"https://orcid.org/0000-0002-8783-5275","observed_orcids":["https://orcid.org/0000-0002-8783-5275"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shaik Balkhis Banu","raw_affiliation_strings":["Fatima college of health sciences Al Ain UAE,Department of Physiotherapy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fatima college of health sciences Al Ain UAE,Department of Physiotherapy","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"D Sahaya Lenin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D Sahaya Lenin","raw_affiliation_strings":["Saveetha Institute of Medical and Technical Sciences,Saveetha School of Engineering,Department of ECE,Chennai,TN,India,602105"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saveetha Institute of Medical and Technical Sciences,Saveetha School of Engineering,Department of ECE,Chennai,TN,India,602105","institution_ids":["https://openalex.org/I85461943"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2215,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.828204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9843999743461609,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9843999743461609,"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/T10862","display_name":"AI in cancer detection","score":0.0044999998062849045,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.004000000189989805,"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/transfer-learning","display_name":"transfer learning","score":1.0},{"id":"https://openalex.org/keywords/biomedical-image-classification","display_name":"biomedical image classification","score":0.9990000128746033},{"id":"https://openalex.org/keywords/pretrained-neural-networks","display_name":"pre-trained neural networks","score":0.996999979019165},{"id":"https://openalex.org/keywords/limited-labeled-data","display_name":"limited labeled data","score":0.8149999976158142},{"id":"https://openalex.org/keywords/computational-cost-reduction","display_name":"computational complexity reduction","score":0.8619999885559082},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.44999998807907104},{"id":"https://openalex.org/keywords/diagnostic-imaging","display_name":"diagnostic imaging","score":0.5090000033378601}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6779322624206543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5143462419509888},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5042740106582642},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4935718774795532},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42936021089553833}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/accai61061.2024.10601862","doi":"https://doi.org/10.1109/accai61061.2024.10601862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/accai61061.2024.10601862","pdf_url":null,"source":{"id":"https://openalex.org/S4363608055","display_name":"International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI)","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 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2062118960","https://openalex.org/W2592929672","https://openalex.org/W3021543839","https://openalex.org/W3118615836","https://openalex.org/W4205584165","https://openalex.org/W4285157062","https://openalex.org/W4385577592","https://openalex.org/W4390237123","https://openalex.org/W4390551506","https://openalex.org/W4392647822","https://openalex.org/W4392942160"],"related_works":["https://openalex.org/W4413393582","https://openalex.org/W4410228757","https://openalex.org/W4391477157","https://openalex.org/W4390550922","https://openalex.org/W4403235465","https://openalex.org/W4392873289","https://openalex.org/W4393168902","https://openalex.org/W2963497312","https://openalex.org/W3122574442","https://openalex.org/W4404239457"],"abstract_inverted_index":{"Transfer":[0,64],"learning":[1,43,65,95],"has":[2],"emerged":[3],"as":[4,13,48],"a":[5],"highly":[6],"effective":[7],"method":[8],"for":[9],"classifying":[10],"biomedical":[11,97],"images,":[12],"it":[14],"entails":[15],"the":[16,49,67,72,80,88],"use":[17,81],"of":[18,29,52,76,82,93],"pre-trained":[19,77],"neural":[20],"networks":[21],"on":[22],"large":[23],"and":[24,55,74,91,106],"diverse":[25],"datasets.":[26],"The":[27,37],"efficacy":[28],"models":[30,44,78],"is":[31],"substantially":[32],"enhanced":[33],"by":[34,61,70],"this":[35,62,99],"method.":[36],"challenges":[38],"associated":[39],"with":[40],"training":[41,68],"deep":[42],"from":[45],"inception,":[46],"such":[47],"limited":[50],"availability":[51],"annotated":[53],"data":[54],"high":[56],"computational":[57],"costs,":[58],"are":[59],"circumvented":[60],"strategy.":[63],"expedites":[66],"process":[69],"enhancing":[71],"precision":[73],"applicability":[75],"through":[79],"domain-specific":[83],"biological":[84],"imagery.":[85],"By":[86],"examining":[87],"various":[89],"applications":[90],"techniques":[92],"transfer":[94],"in":[96],"imaging,":[98],"study":[100],"investigates":[101],"its":[102],"potential":[103],"future,":[104],"drawbacks,":[105],"benefits.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-26T00:00:00"}
