{"id":"https://openalex.org/W4394730956","doi":"https://doi.org/10.1109/access.2024.3387533","title":"Pipelined Structure in the Classification of Skin Lesions Based on Alexnet CNN and SVM Model With Bi-Sectional Texture Features","display_name":"Pipelined Structure in the Classification of Skin Lesions Based on Alexnet CNN and SVM Model With Bi-Sectional Texture Features","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394730956","doi":"https://doi.org/10.1109/access.2024.3387533"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3387533","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3387533","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10496674.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10496674.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093918234","display_name":"V. S. S. Bala Tripura Sathvika","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. S. S. Bala Tripura Sathvika","raw_affiliation_strings":["Vellore Institute of Technology, Chennai, India"],"raw_orcid":"https://orcid.org/0009-0002-4253-2112","affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095374301","display_name":"Nagilla Anmisha","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nagilla Anmisha","raw_affiliation_strings":["Vellore Institute of Technology, Chennai, India"],"raw_orcid":"https://orcid.org/0009-0002-0624-1115","affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095374302","display_name":"Vada Thanmayi","orcid":"https://orcid.org/0009-0007-5872-2240"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vada Thanmayi","raw_affiliation_strings":["Vellore Institute of Technology, Chennai, India"],"raw_orcid":"https://orcid.org/0009-0007-5872-2240","affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000998539","display_name":"M. Suchetha","orcid":"https://orcid.org/0000-0003-0182-6341"},"institutions":[{"id":"https://openalex.org/I4210102197","display_name":"Healthcare Technology Innovation Centre","ror":"https://ror.org/017mw4x28","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210102197"]},{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Suchetha","raw_affiliation_strings":["Vellore Institute of Technology, Centre for Healthcare Advancement, Innovation and Research, Chennai, India","Deputy Director, Centre for Healthcare Advancement, Innovation and Research, Vellore Institute of Technology, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0003-0182-6341","affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Centre for Healthcare Advancement, Innovation and Research, Chennai, India","institution_ids":["https://openalex.org/I4210102197","https://openalex.org/I876193797"]},{"raw_affiliation_string":"Deputy Director, Centre for Healthcare Advancement, Innovation and Research, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007567145","display_name":"D. Edwin Dhas","orcid":"https://orcid.org/0000-0002-7722-1368"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Edwin Dhas","raw_affiliation_strings":["Vellore Institute of Technology, Chennai, India","Research Associate, Vellore Institute of Technology, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0002-7722-1368","affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"Research Associate, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045709666","display_name":"S. Sehastrajit","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102197","display_name":"Healthcare Technology Innovation Centre","ror":"https://ror.org/017mw4x28","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210102197"]},{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Sehastrajit","raw_affiliation_strings":["Vellore Institute of Technology, Centre for Healthcare Advancement, Innovation and Research, Chennai, India","Centre for Healthcare Advancement, Innovation and Research, Vellore Institute of Technology, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vellore Institute of Technology, Centre for Healthcare Advancement, Innovation and Research, Chennai, India","institution_ids":["https://openalex.org/I4210102197","https://openalex.org/I876193797"]},{"raw_affiliation_string":"Centre for Healthcare Advancement, Innovation and Research, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080710999","display_name":"Sathyanarayanan N. Aakur","orcid":"https://orcid.org/0000-0003-1062-8929"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sathyanarayanan N. Aakur","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Auburn University, Auburn, AL, USA"],"raw_orcid":"https://orcid.org/0000-0003-1062-8929","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.7981,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.9720309,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"57366","last_page":"57380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10862","display_name":"AI in cancer detection","score":0.9872999787330627,"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/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8200520277023315},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8130061626434326},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7888414263725281},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7794053554534912},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7637633085250854},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7584807276725769},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48372510075569153},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.43784627318382263},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.0912771224975586},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.07971540093421936}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8200520277023315},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8130061626434326},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7888414263725281},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7794053554534912},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7637633085250854},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7584807276725769},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48372510075569153},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.43784627318382263},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0912771224975586},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.07971540093421936},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3387533","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3387533","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10496674.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:dc4d19fdff6d4a1f8b95e12cb4c5285d","is_oa":true,"landing_page_url":"https://doaj.org/article/dc4d19fdff6d4a1f8b95e12cb4c5285d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 57366-57380 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3387533","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3387533","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10496674.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394730956.pdf","grobid_xml":"https://content.openalex.org/works/W4394730956.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W2063552117","https://openalex.org/W2168285151","https://openalex.org/W2559989326","https://openalex.org/W2618530766","https://openalex.org/W2762990942","https://openalex.org/W2766591056","https://openalex.org/W2782684153","https://openalex.org/W2884107328","https://openalex.org/W2932083555","https://openalex.org/W2946260418","https://openalex.org/W2953747367","https://openalex.org/W2965448548","https://openalex.org/W2984412793","https://openalex.org/W3036365526","https://openalex.org/W3134084943","https://openalex.org/W3136200549","https://openalex.org/W3154135352","https://openalex.org/W3154772775","https://openalex.org/W3155556844","https://openalex.org/W3156313549","https://openalex.org/W3192610404","https://openalex.org/W3196110065","https://openalex.org/W3215150387","https://openalex.org/W3216441523","https://openalex.org/W4210761412","https://openalex.org/W4213110271","https://openalex.org/W4213172312","https://openalex.org/W4220704397","https://openalex.org/W4296794046","https://openalex.org/W4298149876","https://openalex.org/W4310073867","https://openalex.org/W4318263565","https://openalex.org/W4318344284","https://openalex.org/W4361766014","https://openalex.org/W4376528501","https://openalex.org/W4383506200"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2090763504","https://openalex.org/W3185137224","https://openalex.org/W3194017912","https://openalex.org/W3040904734","https://openalex.org/W3040791291","https://openalex.org/W4313280066","https://openalex.org/W2426398770","https://openalex.org/W3210322085","https://openalex.org/W2798743422"],"abstract_inverted_index":{"The":[0,88,101,116,136,199,230],"classification":[1],"of":[2,30,36,152,196,221,241],"skin":[3,14,51,89,154,176,184,197],"lesions":[4,15,52,155],"is":[5,142],"crucial":[6],"because":[7],"it":[8],"increases":[9],"the":[10,28,34,73,96,112,123,127,133,140,143,147,159,167,186,192,205,210,227,247],"likelihood":[11],"that":[12,56],"malignant":[13],"will":[16,170,189],"be":[17,42,171],"discovered":[18],"early":[19,39],"on,":[20],"allowing":[21],"for":[22,44,173,226,246],"more":[23],"effective":[24],"treatment.":[25],"Due":[26],"to":[27,49],"abundance":[29],"lesion":[31,90,97,102,177],"images":[32,91],"and":[33,64,95,126,146,165,181,194,213,223,233,243],"possibility":[35],"human":[37],"error,":[38],"detection":[40],"can":[41],"difficult":[43],"dermatologists.":[45],"This":[46],"work":[47],"aims":[48],"classify":[50],"using":[53,59],"two":[54],"pipelines":[55],"were":[57],"designed":[58],"support":[60],"vector":[61],"machine":[62],"(SVM)":[63],"AlexNet":[65,74,206,214,231],"convolutional":[66],"neural":[67],"network":[68],"(CNN)":[69],"models.":[70],"Pipeline-1":[71],"uses":[72],"CNN,":[75],"while":[76],"pipeline-2":[77],"proposes":[78],"a":[79],"bisectional":[80,117],"feature":[81],"extraction":[82],"approach":[83],"with":[84,132],"an":[85,219,239],"SVM":[86,134,200,211,234],"model.":[87,135],"are":[92,99,104,119,130],"initially":[93],"preprocessed":[94],"regions":[98,103,109,125],"segmented.":[100],"further":[105],"subdivided":[106,124],"into":[107],"four":[108],"based":[110],"on":[111,158],"intensity":[113],"mapping":[114],"function.":[115],"features":[118,129],"then":[120],"extracted":[121,128],"from":[122],"trained":[131],"dataset":[137,145],"used":[138],"in":[139,191,218,238],"experiment":[141],"HAM-10000":[144,228],"PAD-UFES-20":[148,248],"dataset,":[149],"which":[150],"consists":[151],"dermatoscopic":[153],"images.":[156],"Based":[157],"models\u2019":[160],"accuracy,":[161],"sensitivity,":[162],"DCI,":[163],"specificity,":[164],"F1-score,":[166],"experiment\u2019s":[168],"findings":[169,188],"assessed":[172],"five":[174],"different":[175],"conditions.":[178],"By":[179],"accurately":[180],"effectively":[182],"classifying":[183],"lesions,":[185],"study\u2019s":[187],"help":[190],"diagnosis":[193],"treatment":[195],"disorders.":[198],"pipeline":[201,208,212,216,235],"performs":[202],"better":[203],"than":[204],"CNN":[207,215,232],"where":[209],"result":[217],"accuracy":[220,240],"98.66%":[222],"97.68%":[224],"respectively":[225,245],"dataset.":[229,249],"structure":[236],"results":[237],"96.87%":[242],"98.10%":[244]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2025-10-10T00:00:00"}
