{"id":"https://openalex.org/W4282827367","doi":"https://doi.org/10.48175/ijarsct-4752","title":"Skin Cancer Classification using Tensorflow and Keras","display_name":"Skin Cancer Classification using Tensorflow and Keras","publication_year":2022,"publication_date":"2022-06-14","ids":{"openalex":"https://openalex.org/W4282827367","doi":"https://doi.org/10.48175/ijarsct-4752"},"language":"en","primary_location":{"id":"doi:10.48175/ijarsct-4752","doi":"https://doi.org/10.48175/ijarsct-4752","is_oa":true,"landing_page_url":"https://doi.org/10.48175/ijarsct-4752","pdf_url":null,"source":{"id":"https://openalex.org/S4210201094","display_name":"International Journal of Advanced Research in Science Communication and Technology","issn_l":"2581-9429","issn":["2581-9429"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4376906117","host_organization_name":"Shivkrupa Publication's","host_organization_lineage":["https://openalex.org/P4376906117"],"host_organization_lineage_names":["Shivkrupa Publication's"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Research in Science, Communication and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.48175/ijarsct-4752","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081640046","display_name":"S. Saranya","orcid":"https://orcid.org/0009-0000-5668-0015","observed_orcids":["https://orcid.org/0009-0000-5668-0015"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saranya S","raw_affiliation_strings":["Dhanalakshmi College of Engineering Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dhanalakshmi College of Engineering Chennai, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Vivekanandan S J","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vivekanandan S J","raw_affiliation_strings":["Dhanalakshmi College of Engineering Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dhanalakshmi College of Engineering Chennai, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066643600","display_name":"K Nawin Jai Vignesh","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vignesh K","raw_affiliation_strings":["Dhanalakshmi College of Engineering Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dhanalakshmi College of Engineering Chennai, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039238837","display_name":"Sai Anand K","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sai Anand K","raw_affiliation_strings":["Dhanalakshmi College of Engineering Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dhanalakshmi College of Engineering Chennai, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080024592","display_name":"Surya Prakash R","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Surya Prakash R","raw_affiliation_strings":["Dhanalakshmi College of Engineering Chennai, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dhanalakshmi College of Engineering Chennai, Tamil Nadu, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1122,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.35208842,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"916","last_page":"923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.8618000149726868,"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":0.8618000149726868,"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":0.1298999935388565,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.001500000013038516,"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/skin-cancer-classification","display_name":"skin cancer classification","score":0.9879999756813049},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8560000061988831},{"id":"https://openalex.org/keywords/skin-lesion-images","display_name":"skin lesion images","score":0.6359999775886536},{"id":"https://openalex.org/keywords/dermatological-image-analysis","display_name":"dermatological image analysis","score":0.46399998664855957},{"id":"https://openalex.org/keywords/web-based-diagnostic-tool","display_name":"web-based diagnostic tool","score":0.4950000047683716},{"id":"https://openalex.org/keywords/early-detection-of-skin-cancer","display_name":"early detection of skin cancer","score":0.5260000228881836}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.784494161605835},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.7806515693664551},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6935287117958069},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6414502263069153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5831996202468872},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5363420844078064},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.47962936758995056},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3940911889076233},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3693026304244995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3490760326385498},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.3452005386352539},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2933042645454407},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11407458782196045}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48175/ijarsct-4752","doi":"https://doi.org/10.48175/ijarsct-4752","is_oa":true,"landing_page_url":"https://doi.org/10.48175/ijarsct-4752","pdf_url":null,"source":{"id":"https://openalex.org/S4210201094","display_name":"International Journal of Advanced Research in Science Communication and Technology","issn_l":"2581-9429","issn":["2581-9429"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4376906117","host_organization_name":"Shivkrupa Publication's","host_organization_lineage":["https://openalex.org/P4376906117"],"host_organization_lineage_names":["Shivkrupa Publication's"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Research in Science, Communication and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.48175/ijarsct-4752","doi":"https://doi.org/10.48175/ijarsct-4752","is_oa":true,"landing_page_url":"https://doi.org/10.48175/ijarsct-4752","pdf_url":null,"source":{"id":"https://openalex.org/S4210201094","display_name":"International Journal of Advanced Research in Science Communication and Technology","issn_l":"2581-9429","issn":["2581-9429"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4376906117","host_organization_name":"Shivkrupa Publication's","host_organization_lineage":["https://openalex.org/P4376906117"],"host_organization_lineage_names":["Shivkrupa Publication's"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Research in Science, Communication and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.766700029373169,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1980621031","https://openalex.org/W2053101950","https://openalex.org/W2104657103","https://openalex.org/W2444498210","https://openalex.org/W2536054366","https://openalex.org/W2581082771","https://openalex.org/W2757946740","https://openalex.org/W2766325998","https://openalex.org/W2888442043","https://openalex.org/W2891595725","https://openalex.org/W2903708425","https://openalex.org/W2911188335","https://openalex.org/W2911818805","https://openalex.org/W2946185430","https://openalex.org/W2952971376","https://openalex.org/W2954869531","https://openalex.org/W2967473922","https://openalex.org/W2979647047","https://openalex.org/W2984412793","https://openalex.org/W2993658318","https://openalex.org/W3005722217","https://openalex.org/W3025011581","https://openalex.org/W3026316716","https://openalex.org/W3034217686","https://openalex.org/W3038745921"],"related_works":["https://openalex.org/W4389400806","https://openalex.org/W7220895138","https://openalex.org/W7160629628","https://openalex.org/W4362497147","https://openalex.org/W4280550654","https://openalex.org/W4366376926","https://openalex.org/W3205485408","https://openalex.org/W4402562484","https://openalex.org/W4298006116","https://openalex.org/W4388447434"],"abstract_inverted_index":{"Skin":[0,33],"cancer":[1,137,158],"is":[2],"an":[3],"abnormal":[4],"growth":[5],"of":[6,60,80,134,141,175],"skin":[7,50,68,107,136,157],"cells.":[8],"It":[9,109],"generally":[10],"develops":[11],"in":[12,25,91,131],"areas":[13],"that":[14,27,114,166],"are":[15],"exposed":[16],"to":[17,48,66,178,190],"the":[18,57,101,111,132,171],"sun,":[19],"but":[20],"it":[21,164],"can":[22,51,169],"also":[23],"form":[24],"places":[26],"don\u2019t":[28],"normally":[29],"get":[30,72],"sun":[31],"exposure.":[32],"cancers":[34],"aren\u2019t":[35],"all":[36],"identical,":[37],"and":[38,77,87,119,143,173],"they":[39],"may":[40,69],"not":[41],"cause":[42],"many":[43],"symptoms.":[44],"Still,":[45],"unusual":[46],"changes":[47,65],"your":[49,67],"be":[52],"a":[53,73,84,150,154],"warning":[54],"sign":[55],"for":[56,64,103,106],"different":[58],"types":[59],"cancer.":[61,108],"Being":[62],"alert":[63],"help":[70],"you":[71],"diagnosis":[74,79,105],"earlier.":[75],"Accurate":[76],"precise":[78],"diseases":[81,180],"has":[82,99,127],"been":[83],"significant":[85],"challenge":[86],"he":[88],"recent":[89],"advances":[90],"computer":[92],"vision":[93],"made":[94],"possible":[95],"by":[96],"deep":[97,120],"learning":[98,121],"paved":[100],"way":[102],"disease":[104,117,159],"described":[110],"innovative":[112],"solution":[113],"provides":[115],"efficient":[116],"detection":[118],"with":[122,153],"convolutional":[123],"neural":[124,167],"networks":[125,168],"(CNNs)":[126],"achieved":[128],"great":[129],"success":[130],"classification":[133],"various":[135],"diseases.":[138],"A":[139],"variety":[140],"neuron-wise":[142],"layer-wise":[144],"visualization":[145],"methods":[146],"were":[147],"applied":[148],"using":[149],"CNN,":[151],"trained":[152],"publicly":[155],"available":[156],"given":[160],"image":[161],"dataset.":[162],"So,":[163],"observed":[165],"capture":[170],"colors":[172],"textures":[174],"lesions":[176],"specific":[177],"respective":[179],"upon":[181],"diagnosis,":[182],"which":[183],"resembles":[184],"human":[185],"decision-making.":[186],"And":[187],"this":[188],"model":[189],"deploy":[191],"Django":[192],"web":[193],"framework.":[194]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2022-06-15T00:00:00"}
