{"id":"https://openalex.org/W4409917631","doi":"https://doi.org/10.1109/ocit65031.2024.00077","title":"Comparative Study of Melanoma Disease Classification Using Deep Learning","display_name":"Comparative Study of Melanoma Disease Classification Using Deep Learning","publication_year":2024,"publication_date":"2024-12-12","ids":{"openalex":"https://openalex.org/W4409917631","doi":"https://doi.org/10.1109/ocit65031.2024.00077"},"language":"en","primary_location":{"id":"doi:10.1109/ocit65031.2024.00077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit65031.2024.00077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 OITS International Conference on Information Technology (OCIT)","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/A5093818804","display_name":"Lovely Yeswanth Panchumarthi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Lovely Yeswanth Panchumarthi","raw_affiliation_strings":["SRM University,Department of CSE,Amaravathi,India"],"affiliations":[{"raw_affiliation_string":"SRM University,Department of CSE,Amaravathi,India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093324181","display_name":"Asish Karthikeya Gogineni","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Asish Karthikeya Gogineni","raw_affiliation_strings":["SRM University,Department of CSE,Amaravathi,India"],"affiliations":[{"raw_affiliation_string":"SRM University,Department of CSE,Amaravathi,India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064898100","display_name":"Sumalatha Saleti","orcid":"https://orcid.org/0000-0003-1368-4993"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumalatha Saleti","raw_affiliation_strings":["SRM University,Department of CSE,Amaravathi,India"],"affiliations":[{"raw_affiliation_string":"SRM University,Department of CSE,Amaravathi,India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093818805","display_name":"Lavanya Parchuri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lavanya Parchuri","raw_affiliation_strings":["SRM University,Department of CSE,Amaravathi,India"],"affiliations":[{"raw_affiliation_string":"SRM University,Department of CSE,Amaravathi,India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093324180","display_name":"Harika Kakarala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harika Kakarala","raw_affiliation_strings":["SRM University,Department of CSE,Amaravathi,India"],"affiliations":[{"raw_affiliation_string":"SRM University,Department of CSE,Amaravathi,India","institution_ids":["https://openalex.org/I4210131147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5093818804"],"corresponding_institution_ids":["https://openalex.org/I4210131147"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43856417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"402","last_page":"408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9749000072479248,"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":0.9749000072479248,"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":0.9136999845504761,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6214534044265747},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5842971205711365},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47987499833106995},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.46489018201828003},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.41875797510147095},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35646218061447144},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17692753672599792},{"id":"https://openalex.org/keywords/cancer-research","display_name":"Cancer research","score":0.11010542511940002},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10867160558700562}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6214534044265747},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5842971205711365},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47987499833106995},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.46489018201828003},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.41875797510147095},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35646218061447144},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17692753672599792},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.11010542511940002},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10867160558700562}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ocit65031.2024.00077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit65031.2024.00077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 OITS International Conference on Information Technology (OCIT)","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":23,"referenced_works":["https://openalex.org/W1965734230","https://openalex.org/W1985450903","https://openalex.org/W1990005278","https://openalex.org/W2017573959","https://openalex.org/W2033637705","https://openalex.org/W2062641497","https://openalex.org/W2104824199","https://openalex.org/W2426942631","https://openalex.org/W2608231518","https://openalex.org/W2789755511","https://openalex.org/W2794825826","https://openalex.org/W2905810301","https://openalex.org/W2919115771","https://openalex.org/W2963946669","https://openalex.org/W2966275995","https://openalex.org/W3009963727","https://openalex.org/W3155292494","https://openalex.org/W4214928160","https://openalex.org/W4224981480","https://openalex.org/W4242720327","https://openalex.org/W4366966460","https://openalex.org/W6734494589","https://openalex.org/W6782067879"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":{"Melanoma":[0],"is":[1,59],"one":[2],"of":[3,20,30,39,67,82,138,160],"the":[4,10,28,37,42,45,48,63,80,103,126,135,161],"deadliest":[5],"and":[6,44,47,53,65,101,114,120,148],"fastest-growing":[7],"diseases":[8],"on":[9],"globe,":[11],"taking":[12],"many":[13],"lives":[14],"every":[15],"year.":[16],"The":[17,131],"early":[18],"identification":[19],"melanoma":[21,52,57],"through":[22],"dermoscopy":[23],"images":[24],"can":[25,69],"notably":[26],"enhance":[27],"chances":[29],"survival.":[31],"However,":[32],"due":[33],"to":[34,124,152],"factors":[35],"including":[36],"absence":[38],"contrast":[40],"between":[41,51],"lesions":[43],"skin":[46,83,153],"visual":[49],"similarity":[50],"non-malignant":[54],"lesions,":[55],"reliable":[56],"differentiation":[58],"extremely":[60],"difficult.":[61],"Therefore,":[62],"accuracy":[64,137],"productivity":[66],"pathologists":[68],"be":[70],"significantly":[71],"increased":[72],"by":[73],"implementing":[74],"a":[75,88,157],"trustworthy":[76],"automated":[77],"method":[78,89],"for":[79,95],"detection":[81],"tumours.":[84],"This":[85,141],"study":[86],"introduces":[87],"that":[90],"employs":[91],"deep":[92,106,128],"learning":[93,107,129],"models":[94],"cancer":[96],"detection.":[97],"Furthermore,":[98],"we":[99],"evaluate":[100,125],"analyze":[102],"following":[104],"six":[105],"approaches:":[108],"Inception-ResNetV2,":[109],"CNN,":[110],"VGG16,":[111],"EfficientNet,":[112],"Densenet201,":[113],"MobileNetV2.":[115],"Two":[116],"different":[117],"datasets,":[118,145],"ISIC":[119],"MNIST,":[121],"were":[122],"used":[123],"suggested":[127],"frameworks.":[130,140],"experimental":[132],"results":[133],"demonstrate":[134],"promising":[136],"our":[139],"survey":[142],"highlights":[143],"significant":[144],"benchmark":[146],"challenges,":[147],"evaluation":[149],"metrics":[150],"related":[151],"lesion":[154],"analysis,":[155],"offering":[156],"thorough":[158],"overview":[159],"field.":[162]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
