{"id":"https://openalex.org/W4406433525","doi":"https://doi.org/10.1109/ic3i61595.2024.10828653","title":"A Survey of Machine Learning and Deep Learning Techniques for Classifying Dermatoscopic Images for Skin Cancer Prediction","display_name":"A Survey of Machine Learning and Deep Learning Techniques for Classifying Dermatoscopic Images for Skin Cancer Prediction","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4406433525","doi":"https://doi.org/10.1109/ic3i61595.2024.10828653"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i61595.2024.10828653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10828653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","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/A5093934265","display_name":"Yashasvi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099752","display_name":"Fistulacure","ror":"https://ror.org/017g28623","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210099752"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Yashasvi","raw_affiliation_strings":["Independent Researcher,Panchkula,Haryana,India"],"affiliations":[{"raw_affiliation_string":"Independent Researcher,Panchkula,Haryana,India","institution_ids":["https://openalex.org/I4210099752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033190208","display_name":"P. Aswini","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. Aswini","raw_affiliation_strings":["Institute of Aeronautical Engineering Dundigal,Computer Science and Engineering (Data Science),Hyderabad,Telangana,India"],"affiliations":[{"raw_affiliation_string":"Institute of Aeronautical Engineering Dundigal,Computer Science and Engineering (Data Science),Hyderabad,Telangana,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056204964","display_name":"V Revathi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V Revathi","raw_affiliation_strings":["New Horizon College of Engineering,Department of Applied Sciences,Bangalore,Karnataka,India"],"affiliations":[{"raw_affiliation_string":"New Horizon College of Engineering,Department of Applied Sciences,Bangalore,Karnataka,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107743840","display_name":"Khobragade Pithamber","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khobragade Pithamber","raw_affiliation_strings":["MLR Institute of Technology,Department of Electronics and Communication Engineering,Hyderabad,Telangana,India"],"affiliations":[{"raw_affiliation_string":"MLR Institute of Technology,Department of Electronics and Communication Engineering,Hyderabad,Telangana,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5093934265"],"corresponding_institution_ids":["https://openalex.org/I4210099752"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42927469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9993000030517578,"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":0.9993000030517578,"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":0.988099992275238,"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":0.929099977016449,"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/computer-science","display_name":"Computer science","score":0.6877968907356262},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6371796131134033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5983509421348572},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5070233345031738},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34574657678604126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6877968907356262},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6371796131134033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5983509421348572},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5070233345031738},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34574657678604126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i61595.2024.10828653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10828653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2980108465","https://openalex.org/W3025096181","https://openalex.org/W4200096679","https://openalex.org/W4200398364","https://openalex.org/W4221099012","https://openalex.org/W4224248623","https://openalex.org/W4226036176","https://openalex.org/W4300955071","https://openalex.org/W4309696427","https://openalex.org/W4312943532","https://openalex.org/W4360585275","https://openalex.org/W4361829666","https://openalex.org/W4362498693","https://openalex.org/W4378191827","https://openalex.org/W4385192745","https://openalex.org/W4385625453","https://openalex.org/W4387037318","https://openalex.org/W4388038844","https://openalex.org/W4391217311","https://openalex.org/W4391267047","https://openalex.org/W4391678108","https://openalex.org/W4391769473","https://openalex.org/W4391894742","https://openalex.org/W4392153305","https://openalex.org/W4392153428","https://openalex.org/W4392153453","https://openalex.org/W4392158488","https://openalex.org/W4392158883","https://openalex.org/W4392175649","https://openalex.org/W4392175699","https://openalex.org/W4392188015","https://openalex.org/W4394910828","https://openalex.org/W4394911545","https://openalex.org/W4400910562","https://openalex.org/W4400910563","https://openalex.org/W4400911154","https://openalex.org/W4400911700","https://openalex.org/W4401070111","https://openalex.org/W4402592532","https://openalex.org/W4403022943","https://openalex.org/W4403213032"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W2961085424","https://openalex.org/W3215138031","https://openalex.org/W4306674287","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W4387369504","https://openalex.org/W3046775127"],"abstract_inverted_index":{"One":[0],"of":[1,8,24,65,73,111,114],"the":[2,39,62,91,95,109],"most":[3],"common":[4,17],"and":[5,31,55,97,120],"deadly":[6],"types":[7],"cancer":[9],"is":[10,14,36],"skin":[11,66],"cancer.":[12,67],"It":[13],"becoming":[15],"increasingly":[16],"in":[18,42,83,90],"today\u2019s":[19],"environment":[20],"as":[21],"a":[22,112],"result":[23],"our":[25],"regular":[26],"exposure":[27],"to":[28,94,107],"hazardous":[29],"chemicals":[30],"radiation.":[32],"Its":[33],"early":[34],"identification":[35,64],"vital":[37],"given":[38],"rapid":[40],"increase":[41],"human":[43],"population.":[44],"Many":[45],"images":[46,79],"processing":[47],"methods,":[48],"including":[49],"those":[50],"based":[51],"on":[52],"deep":[53],"learning":[54],"machine":[56],"learning,":[57],"have":[58,104],"been":[59,105],"developed":[60],"for":[61,76,117],"automated":[63],"The":[68,85],"study":[69,92],"offers":[70],"an":[71],"overview":[72],"several":[74],"methods":[75,86],"categorizing":[77],"dermatoscopic":[78],"that":[80,100],"are":[81,87],"employed":[82],"research.":[84],"summed":[88],"up":[89],"according":[93],"classifier":[96],"feature":[98],"sets":[99],"were":[101],"employed.":[102],"Tables":[103],"used":[106],"present":[108],"results":[110],"selection":[113],"high-quality":[115],"publications":[116],"simple":[118],"analysis":[119],"comprehension.":[121]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
