{"id":"https://openalex.org/W4388937840","doi":"https://doi.org/10.1109/icccnt56998.2023.10307018","title":"Multiple Skin-Disease Classification Based on Machine Vision Using Transfer Learning Approach","display_name":"Multiple Skin-Disease Classification Based on Machine Vision Using Transfer Learning Approach","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388937840","doi":"https://doi.org/10.1109/icccnt56998.2023.10307018"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10307018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10307018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-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/A5087763135","display_name":"Md Abrar Hamim","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md Abrar Hamim","raw_affiliation_strings":["Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh","Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093324251","display_name":"Shahadat Hossain Sajim","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shahadat Hossain Sajim","raw_affiliation_strings":["Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh","Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004569857","display_name":"Fahim Ur Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Fahim Ur Rahman","raw_affiliation_strings":["Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh","Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093324252","display_name":"F.M. Tanmoy","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"F.M. Tanmoy","raw_affiliation_strings":["Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh","Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5087763135"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":1.3784,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84602504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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":0.9406999945640564,"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":0.7790855765342712},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6629303097724915},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6354721188545227},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6215424537658691},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4532252252101898}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7790855765342712},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6629303097724915},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6354721188545227},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6215424537658691},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4532252252101898},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10307018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10307018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2041464675","https://openalex.org/W2884107328","https://openalex.org/W2888155926","https://openalex.org/W2945360777","https://openalex.org/W2996166371","https://openalex.org/W3001760905","https://openalex.org/W3080967745","https://openalex.org/W3120255865","https://openalex.org/W3130590187","https://openalex.org/W3145459305","https://openalex.org/W3156313549","https://openalex.org/W3162430225","https://openalex.org/W3167365969","https://openalex.org/W4239533237","https://openalex.org/W6729463707"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Covering":[0],"the":[1,7,13,22,25,38,58,68,109,148,156,172,186],"majority":[2],"of":[3,107,154],"our":[4],"body":[5,15],"parts,":[6],"outer":[8],"shell-like":[9],"structure":[10],"that":[11,36,193],"protects":[12],"human":[14],"from":[16,32],"any":[17],"outcoming":[18],"harms,":[19],"is":[20,47,61,169],"perhaps":[21],"skin.":[23],"Being":[24],"most":[26],"exposed":[27],"part,":[28],"it":[29,46,189],"also":[30,205],"suffers":[31],"different":[33],"infectious":[34],"diseases":[35,69],"causes":[37],"inside":[39],"organs":[40],"to":[41,50,64,71,74,126],"be":[42,51,65,72,182,191,206],"vulnerable":[43],"too.":[44],"Although":[45],"pretty":[48],"common":[49],"affected":[52],"by":[53,147,211],"several":[54],"skin":[55,178],"diseases,":[56],"identifying":[57,108],"disease":[59,111,179],"flawlessly":[60],"often":[62],"seen":[63],"confusing":[66],"as":[67,135,145],"tend":[70],"hard":[73],"distinguish":[75],"between.":[76],"Applying":[77],"computer":[78],"vision":[79],"with":[80],"a":[81,117,130,198],"decent":[82],"trained":[83,139,202],"classification":[84,97],"model":[85,101,133,149,203],"can":[86,102,181,190,204],"come":[87],"in":[88,91,105,152,208],"really":[89],"useful":[90,207],"such":[92],"scenarios.":[93],"Among":[94],"vastly":[95],"available":[96],"models,":[98],"not":[99],"every":[100],"perform":[103],"similarly":[104],"terms":[106,153],"precise":[110],"category.":[112],"To":[113],"solve":[114],"this":[115],"concern,":[116],"custom":[118],"collected":[119],"dataset":[120,158,168],"has":[121,137],"been":[122,138],"gathered,":[123],"processed":[124],"according":[125],"needs":[127],"and":[128,140,159,171,184],"afterwards,":[129],"transfer":[131],"learning":[132],"known":[134],"\"MobileNet-v2\"":[136],"tested.":[141],"The":[142,162,201],"testing":[143,157],"accuracy":[144],"demonstrated":[146],"was":[150],"83%":[151],"both":[155],"unseen":[160],"images.":[161],"study":[163],"reflects":[164],"that,":[165],"if":[166],"flawless":[167],"ensured":[170],"training":[173],"parameters":[174],"are":[175],"maintained,":[176],"accurate":[177],"detection":[180],"automated":[183],"at":[185],"same":[187],"time":[188],"lightweight":[192],"reduces":[194],"resource":[195],"usages":[196],"being":[197],"light":[199],"model.":[200],"medical":[209],"implementation":[210],"taking":[212],"further":[213],"improving":[214],"techniques.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}
