{"id":"https://openalex.org/W7171936511","doi":"https://doi.org/10.1145/3774521.3774552","title":"A CBAM-Enhanced EfficientNet-DCGAN Hybrid CNN for Class-Imbalanced Skin Lesion Classification on HAM10000","display_name":"A CBAM-Enhanced EfficientNet-DCGAN Hybrid CNN for Class-Imbalanced Skin Lesion Classification on HAM10000","publication_year":2025,"publication_date":"2025-12-17","ids":{"openalex":"https://openalex.org/W7171936511","doi":"https://doi.org/10.1145/3774521.3774552"},"language":null,"primary_location":{"id":"doi:10.1145/3774521.3774552","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3774521.3774552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixteen Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5138494167","display_name":"S. Gani Lakshmi","orcid":"https://orcid.org/0009-0006-7688-4246"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Somarowthu Gani Lakshmi","raw_affiliation_strings":["School of Computing, Amrita Vishwa Vidyapeetham, Guntur, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0009-0006-7688-4246","affiliations":[{"raw_affiliation_string":"School of Computing, Amrita Vishwa Vidyapeetham, Guntur, Andhra Pradesh, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5144120848","display_name":"Makkapati Prasanna Lakshmi","orcid":"https://orcid.org/0009-0002-9927-1531"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Makkapati Prasanna Lakshmi","raw_affiliation_strings":["School of Computing, Amrita Vishwa Vidyapeetham, Guntur, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0009-0002-9927-1531","affiliations":[{"raw_affiliation_string":"School of Computing, Amrita Vishwa Vidyapeetham, Guntur, Andhra Pradesh, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5144126675","display_name":"Bandaru Ganesh Sai Manideep","orcid":"https://orcid.org/0009-0006-4383-5659"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bandaru Ganesh Sai Manideep","raw_affiliation_strings":["School of Computing, Amrita Vishwa Vidyapeetham, Guntur, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0009-0006-4383-5659","affiliations":[{"raw_affiliation_string":"School of Computing, Amrita Vishwa Vidyapeetham, Guntur, Andhra Pradesh, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5144160447","display_name":"Katikela Manaswani","orcid":"https://orcid.org/0009-0008-0970-6444"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Katikela Manaswani","raw_affiliation_strings":["School of Computing, Amrita Vishwa Vidyapeetham, Guntur, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0009-0008-0970-6444","affiliations":[{"raw_affiliation_string":"School of Computing, Amrita Vishwa Vidyapeetham, Guntur, Andhra Pradesh, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5144128698","display_name":"Kalapatapu V S K R Shiva Kumar","orcid":"https://orcid.org/0009-0001-4819-6909"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kalapatapu V S K R Shiva Kumar","raw_affiliation_strings":["School of Computing, Amrita Vishwa Vidyapeetham, Guntur, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0009-0001-4819-6909","affiliations":[{"raw_affiliation_string":"School of Computing, Amrita Vishwa Vidyapeetham, Guntur, Andhra Pradesh, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/basal-cell-carcinoma","display_name":"Basal cell carcinoma","score":0.7687000036239624},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.6875},{"id":"https://openalex.org/keywords/actinic-keratosis","display_name":"Actinic keratosis","score":0.578499972820282},{"id":"https://openalex.org/keywords/dermatoscopy","display_name":"Dermatoscopy","score":0.5212000012397766},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.4620000123977661},{"id":"https://openalex.org/keywords/basal-cell","display_name":"Basal cell","score":0.43790000677108765}],"concepts":[{"id":"https://openalex.org/C2778804307","wikidata":"https://www.wikidata.org/wiki/Q809758","display_name":"Basal cell carcinoma","level":3,"score":0.7687000036239624},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.6875},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.638700008392334},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.5792999863624573},{"id":"https://openalex.org/C2777873816","wikidata":"https://www.wikidata.org/wiki/Q422225","display_name":"Actinic keratosis","level":3,"score":0.578499972820282},{"id":"https://openalex.org/C2778324318","wikidata":"https://www.wikidata.org/wiki/Q902923","display_name":"Dermatoscopy","level":3,"score":0.5212000012397766},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.4620000123977661},{"id":"https://openalex.org/C3019992690","wikidata":"https://www.wikidata.org/wiki/Q92767510","display_name":"Basal cell","level":2,"score":0.43790000677108765},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.41749998927116394},{"id":"https://openalex.org/C2777845685","wikidata":"https://www.wikidata.org/wiki/Q2166371","display_name":"Seborrheic keratosis","level":2,"score":0.4043999910354614},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.38760000467300415},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3720000088214874},{"id":"https://openalex.org/C2778648961","wikidata":"https://www.wikidata.org/wiki/Q3667186","display_name":"Keratosis","level":2,"score":0.3334999978542328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2994999885559082}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3774521.3774552","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3774521.3774552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixteen Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W3195373382","https://openalex.org/W3215801371","https://openalex.org/W4214575762","https://openalex.org/W4223903337","https://openalex.org/W4308099569","https://openalex.org/W4313227023","https://openalex.org/W4313451613","https://openalex.org/W4384159585","https://openalex.org/W4385626683","https://openalex.org/W4389945872","https://openalex.org/W4391130070","https://openalex.org/W4391341889","https://openalex.org/W4393372631","https://openalex.org/W4396865916","https://openalex.org/W4399200827","https://openalex.org/W4407214996","https://openalex.org/W4409767829"],"related_works":[],"abstract_inverted_index":{"Skin":[0],"cancer":[1,12],"is":[2,30,41],"one":[3],"of":[4,11],"the":[5],"most":[6],"common":[7],"and":[8,23,36,54,60],"fast-growing":[9],"forms":[10],"globally,":[13],"with":[14],"subtypes":[15],"such":[16],"as":[17],"melanoma,":[18,44],"basal":[19],"cell":[20],"carcinoma":[21],"(BCC),":[22],"actinic":[24],"keratosis":[25],"(AKIEC).":[26],"Its":[27],"increasing":[28],"prevalence":[29],"largely":[31],"attributed":[32],"to":[33],"UV":[34],"exposure":[35],"genetic":[37],"factors.":[38],"Early":[39],"diagnosis":[40],"essential\u2014particularly":[42],"for":[43],"which":[45],"can":[46],"be":[47],"life-threatening\u2014but":[48],"traditional":[49],"methods":[50],"like":[51],"visual":[52],"inspection":[53],"biopsies":[55],"are":[56],"often":[57],"invasive,":[58],"delayed,":[59],"dependent":[61],"on":[62],"specialist":[63],"availability.":[64]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2026-08-01T00:00:00"}