{"id":"https://openalex.org/W4388937887","doi":"https://doi.org/10.1109/icccnt56998.2023.10306749","title":"An innovation prediction of DNA damage of melanoma skin cancer patients using deep learning","display_name":"An innovation prediction of DNA damage of melanoma skin cancer patients using deep learning","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388937887","doi":"https://doi.org/10.1109/icccnt56998.2023.10306749"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10306749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10306749","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/A5080126156","display_name":"Rakesh Ramakrishnan","orcid":"https://orcid.org/0000-0003-0956-6214"},"institutions":[{"id":"https://openalex.org/I276309446","display_name":"University of the Cumberlands","ror":"https://ror.org/05jz3sn81","country_code":"US","type":"education","lineage":["https://openalex.org/I276309446"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rakesh Ramakrishnan","raw_affiliation_strings":["University of The Cumberlands,Department of Information Technology,Union City,CA,USA","Department of Information Technology, University of The Cumberlands, Union City, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of The Cumberlands,Department of Information Technology,Union City,CA,USA","institution_ids":["https://openalex.org/I276309446"]},{"raw_affiliation_string":"Department of Information Technology, University of The Cumberlands, Union City, CA, USA","institution_ids":["https://openalex.org/I276309446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024732147","display_name":"Mehmood Ali Mohammed","orcid":null},"institutions":[{"id":"https://openalex.org/I276309446","display_name":"University of the Cumberlands","ror":"https://ror.org/05jz3sn81","country_code":"US","type":"education","lineage":["https://openalex.org/I276309446"]},{"id":"https://openalex.org/I134118262","display_name":"Lewis University","ror":"https://ror.org/0376vhj74","country_code":"US","type":"education","lineage":["https://openalex.org/I134118262"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehmood Ali Mohammed","raw_affiliation_strings":["Lewis University,Department of Computer &amp; Information System,Illinois,USA","University of The Cumberlands,Department of Information Technology,Williamsburg,KY,USA","Department of Information Technology, University of The Cumberlands, Williamsburg, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lewis University,Department of Computer &amp; Information System,Illinois,USA","institution_ids":["https://openalex.org/I134118262"]},{"raw_affiliation_string":"University of The Cumberlands,Department of Information Technology,Williamsburg,KY,USA","institution_ids":["https://openalex.org/I276309446"]},{"raw_affiliation_string":"Department of Information Technology, University of The Cumberlands, Williamsburg, KY, USA","institution_ids":["https://openalex.org/I276309446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017580895","display_name":"Murtuza Ali Mohammed","orcid":null},"institutions":[{"id":"https://openalex.org/I276309446","display_name":"University of the Cumberlands","ror":"https://ror.org/05jz3sn81","country_code":"US","type":"education","lineage":["https://openalex.org/I276309446"]},{"id":"https://openalex.org/I134118262","display_name":"Lewis University","ror":"https://ror.org/0376vhj74","country_code":"US","type":"education","lineage":["https://openalex.org/I134118262"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murtuza Ali Mohammed","raw_affiliation_strings":["Lewis University,Department of Computer &amp; Information System,Illinois,USA","University of The Cumberlands,Department of Information Technology,Williamsburg,KY,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lewis University,Department of Computer &amp; Information System,Illinois,USA","institution_ids":["https://openalex.org/I134118262"]},{"raw_affiliation_string":"University of The Cumberlands,Department of Information Technology,Williamsburg,KY,USA","institution_ids":["https://openalex.org/I276309446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085078070","display_name":"Vazeer Ali Mohammed","orcid":null},"institutions":[{"id":"https://openalex.org/I134118262","display_name":"Lewis University","ror":"https://ror.org/0376vhj74","country_code":"US","type":"education","lineage":["https://openalex.org/I134118262"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vazeer Ali Mohammed","raw_affiliation_strings":["Lewis University,Department of Computer &amp; Information System,Illinois,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lewis University,Department of Computer &amp; Information System,Illinois,USA","institution_ids":["https://openalex.org/I134118262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062206285","display_name":"J. Logeshwaran","orcid":"https://orcid.org/0000-0002-6779-6467"},"institutions":[{"id":"https://openalex.org/I4387155381","display_name":"Sri Eshwar College of Engineering","ror":"https://ror.org/02f1z8215","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. Logeshwaran","raw_affiliation_strings":["Sri Eshwar College of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Tamil Nadu,India","Department of Electronics and Communication Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sri Eshwar College of Engineering,Department of Electronics and Communication Engineering,Coimbatore,Tamil Nadu,India","institution_ids":["https://openalex.org/I4387155381"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, India","institution_ids":["https://openalex.org/I4387155381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054425045","display_name":"S Maheswaran","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maheswaran S","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Erode,Tamil Nadu,India","Department of Electronics and Communication Engineering, Kongu Engineering College, Erode, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Erode,Tamil Nadu,India","institution_ids":[]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Kongu Engineering College, Erode, Tamil Nadu, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5080126156"],"corresponding_institution_ids":["https://openalex.org/I276309446"],"apc_list":null,"apc_paid":null,"fwci":20.1157,"has_fulltext":false,"cited_by_count":91,"citation_normalized_percentile":{"value":0.99509167,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9995999932289124,"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":0.9995999932289124,"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/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12576","display_name":"vaccines and immunoinformatics approaches","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.8045855760574341},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7964214086532593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7525986433029175},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7168833613395691},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6758487820625305},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5516930818557739},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.5295886397361755},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.528174102306366},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.47798722982406616},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.45224839448928833},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.44523388147354126},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22251594066619873},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12056413292884827}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8045855760574341},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7964214086532593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7525986433029175},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7168833613395691},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6758487820625305},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5516930818557739},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.5295886397361755},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.528174102306366},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.47798722982406616},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.45224839448928833},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.44523388147354126},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22251594066619873},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12056413292884827},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10306749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10306749","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":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2736814394","https://openalex.org/W3014862947","https://openalex.org/W3025425332","https://openalex.org/W3045827876","https://openalex.org/W3125481291","https://openalex.org/W3135118210","https://openalex.org/W3159690776","https://openalex.org/W3165685657","https://openalex.org/W3166636622","https://openalex.org/W3189941750","https://openalex.org/W4200129509","https://openalex.org/W4205346485","https://openalex.org/W4211225719","https://openalex.org/W4282576634","https://openalex.org/W4283329415","https://openalex.org/W4285411077","https://openalex.org/W4289276764","https://openalex.org/W4292332486","https://openalex.org/W4292495570","https://openalex.org/W4296634102","https://openalex.org/W4296900202","https://openalex.org/W4327774135","https://openalex.org/W4352977351","https://openalex.org/W6756590162"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3185137224","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3103566983","https://openalex.org/W3029198973","https://openalex.org/W4377865163"],"abstract_inverted_index":{"There":[0],"are":[1],"now":[2],"a":[3,30,48,65,92],"variety":[4],"of":[5,11,60,85,91,116,130,151,166],"intriguing":[6],"options":[7],"for":[8,155],"the":[9,56,74,83,126,164],"study":[10],"genetic":[12],"data":[13],"thanks":[14],"to":[15,35,54,124],"recent":[16],"developments":[17],"in":[18,40,105],"artificial":[19],"neural":[20,50],"networks":[21],"and":[22,79,110,137,148,153,162],"deep":[23,31],"learning.":[24],"In":[25],"this":[26],"study,":[27],"we":[28,97],"use":[29],"learning-based":[32],"prediction":[33],"model":[34,53,72,88,120],"find":[36,98],"possible":[37],"DNA":[38,57],"damage":[39,58],"individuals":[41],"with":[42,89,113],"melanoma":[43,61,157],"skin":[44],"cancer.":[45],"We":[46],"create":[47],"convolutional":[49],"network":[51],"(CNN)":[52],"forecast":[55],"susceptibility":[59],"cancer":[62],"cells":[63],"using":[64],"publically":[66],"available":[67],"genome":[68],"sequencing":[69],"dataset.":[70],"This":[71],"preprocesses":[73],"genomic":[75],"data,":[76],"extracts":[77],"features,":[78],"categorises":[80],"them.":[81],"Comparing":[82],"results":[84],"our":[86,100],"CNN":[87,101],"those":[90],"traditional":[93],"logistic":[94],"regression":[95],"model,":[96],"that":[99],"reported":[102],"superior":[103],"performance":[104],"identifying":[106],"differences":[107],"between":[108],"healthy":[109],"cancerous":[111],"samples":[112],"an":[114],"accuracy":[115],"nearly":[117],"96%.":[118],"The":[119],"can":[121,143],"be":[122],"used":[123],"augment":[125],"standard":[127],"clinical":[128],"diagnosis":[129],"melanoma,":[131],"which":[132],"only":[133],"uses":[134],"visual":[135],"assessment":[136],"histology.":[138],"By":[139],"intervening":[140],"sooner,":[141],"clinicians":[142],"put":[144],"forward":[145],"more":[146],"personalized":[147],"informed":[149],"plans":[150],"care":[152],"surveillance":[154],"each":[156],"patient,":[158],"reducing":[159],"medical":[160],"costs":[161],"improving":[163],"quality":[165],"patient":[167],"diagnosis.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":76},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
