{"id":"https://openalex.org/W4312313849","doi":"https://doi.org/10.1145/3549206.3549281","title":"An approach for classifying benign and malignant skin lesions using Optimized Deep Learning and SVM","display_name":"An approach for classifying benign and malignant skin lesions using Optimized Deep Learning and SVM","publication_year":2022,"publication_date":"2022-08-04","ids":{"openalex":"https://openalex.org/W4312313849","doi":"https://doi.org/10.1145/3549206.3549281"},"language":"en","primary_location":{"id":"doi:10.1145/3549206.3549281","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3549206.3549281","pdf_url":null,"source":{"id":"https://openalex.org/S4363609025","display_name":"Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing","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/A5104105744","display_name":"Bagesh Kumar","orcid":"https://orcid.org/0000-0001-9221-0344"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Bagesh Kumar","raw_affiliation_strings":["Indian Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073980746","display_name":"Amritansh Mishra","orcid":"https://orcid.org/0000-0003-0159-2872"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amritansh Mishra","raw_affiliation_strings":["Indian Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005793815","display_name":"S. Anthony Philomen Raj","orcid":null},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subham Raj","raw_affiliation_strings":["Indian Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003559800","display_name":"Aditya Kumar","orcid":"https://orcid.org/0000-0001-9580-8245"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aditya Kumar","raw_affiliation_strings":["Indian Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013655501","display_name":"Om Suhas Vibhandik","orcid":null},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Om Suhas Vibhandik","raw_affiliation_strings":["Indian Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019638707","display_name":"Aayush Talesara","orcid":null},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aayush Talesara","raw_affiliation_strings":["Indian Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039975087","display_name":"Shubham Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shubham Kumar","raw_affiliation_strings":["Indian Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004099006","display_name":"O. P. Vyas","orcid":"https://orcid.org/0000-0001-5014-8837"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"O. P. Vyas","raw_affiliation_strings":["Indian Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology, India","institution_ids":["https://openalex.org/I26072440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5104105744"],"corresponding_institution_ids":["https://openalex.org/I26072440"],"apc_list":null,"apc_paid":null,"fwci":0.9618,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76715686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"429","last_page":"439"},"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/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.9916999936103821,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9883999824523926,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.8085663318634033},{"id":"https://openalex.org/keywords/biopsy","display_name":"Biopsy","score":0.5885988473892212},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5758980512619019},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.534686803817749},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.5167250037193298},{"id":"https://openalex.org/keywords/skin-biopsy","display_name":"Skin biopsy","score":0.511284589767456},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5012774467468262},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.4372698664665222},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.42781826853752136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3744986951351166},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.37269407510757446},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.36400580406188965},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.29401934146881104},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10763117671012878}],"concepts":[{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.8085663318634033},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.5885988473892212},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5758980512619019},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.534686803817749},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.5167250037193298},{"id":"https://openalex.org/C2780439664","wikidata":"https://www.wikidata.org/wiki/Q7535376","display_name":"Skin biopsy","level":3,"score":0.511284589767456},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5012774467468262},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.4372698664665222},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.42781826853752136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3744986951351166},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.37269407510757446},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.36400580406188965},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29401934146881104},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10763117671012878}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3549206.3549281","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3549206.3549281","pdf_url":null,"source":{"id":"https://openalex.org/S4363609025","display_name":"Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1686810756","https://openalex.org/W2001378671","https://openalex.org/W2117539524","https://openalex.org/W2163605009","https://openalex.org/W2170552969","https://openalex.org/W2180648740","https://openalex.org/W2183341477","https://openalex.org/W2304648132","https://openalex.org/W2549139847","https://openalex.org/W2561675875","https://openalex.org/W2591669284","https://openalex.org/W2592124696","https://openalex.org/W2604272474","https://openalex.org/W2607363228","https://openalex.org/W2612806369","https://openalex.org/W2623166637","https://openalex.org/W2780611063","https://openalex.org/W2786147899","https://openalex.org/W2788686457","https://openalex.org/W2794825826","https://openalex.org/W2801783499","https://openalex.org/W2903204193","https://openalex.org/W2906116968","https://openalex.org/W2914870198","https://openalex.org/W2943964494","https://openalex.org/W2953793731","https://openalex.org/W2954166083","https://openalex.org/W2963258365","https://openalex.org/W2963446712","https://openalex.org/W2963993763","https://openalex.org/W2968318837","https://openalex.org/W2983168648","https://openalex.org/W2990714382","https://openalex.org/W2996717109","https://openalex.org/W3016427339","https://openalex.org/W3038540011","https://openalex.org/W3102587060","https://openalex.org/W3102785203","https://openalex.org/W3103553989","https://openalex.org/W3114688163","https://openalex.org/W3166301911","https://openalex.org/W4236965008"],"related_works":["https://openalex.org/W4200066940","https://openalex.org/W1968923821","https://openalex.org/W2243747172","https://openalex.org/W2358705497","https://openalex.org/W2901558756","https://openalex.org/W3216151825","https://openalex.org/W2784367384","https://openalex.org/W2210594268","https://openalex.org/W3197047135","https://openalex.org/W2740790791"],"abstract_inverted_index":{"Cancer":[0],"is":[1,14,51,106],"the":[2,8,15,66,101,111],"group":[3],"of":[4,10,58,77,97,100,114,123],"many":[5],"diseases.":[6],"Among":[7],"groups":[9],"cancers,":[11],"skin":[12,21,54,59,78,81,130],"cancer":[13,49,79],"most":[16],"common":[17],"form.":[18],"It":[19],"makes":[20],"grow":[22],"in":[23,92],"a":[24,69],"disorganized":[25],"manner":[26],"and":[27,94,127,137],"forms":[28],"tumours.":[29],"These":[30],"tumours":[31,41],"can":[32],"be":[33],"categorized":[34],"as":[35],"either":[36],"benign":[37,125],"or":[38],"malignant.":[39],"Benign":[40],"are":[42,47,62],"non-cancerous":[43],"whereas":[44],"malignant":[45,128],"tumors":[46],"cancerous.Skin":[48],"diagnosis":[50,96],"done":[52],"by":[53,65,132,146],"biopsy,which":[55],"takes":[56],"samples":[57],"tissues":[60],"which":[61],"then":[63],"examined":[64],"dermatologist":[67],"using":[68,87],"microscope.":[70],"Adopting":[71],"an":[72,121],"automated":[73],"approach":[74,122],"for":[75],"detection":[76,113],"from":[80,85],"lesion":[82],"images":[83],"taken":[84],"biopsy":[86],"computerised":[88],"methods":[89],"may":[90],"help":[91],"faster":[93],"accurate":[95],"skin.":[98],"Because":[99],"increasing":[102],"death":[103],"rate,":[104],"it":[105],"necessary":[107],"to":[108],"focus":[109],"on":[110,142],"early":[112],"cancer.In":[115],"this":[116],"work":[117],"we":[118],"have":[119],"proposed":[120],"classifying":[124],"(non-cancerous)":[126],"(cancerous)":[129],"lesions":[131],"employing":[133],"deep":[134],"learning":[135],"techniques":[136],"Support":[138],"Vector":[139],"Machine":[140],"(SVM)":[141],"image":[143],"dataset":[144],"archived":[145],"International":[147],"Skin":[148],"Image":[149],"Collaboration":[150],"(ISIC).":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}