{"id":"https://openalex.org/W4391923661","doi":"https://doi.org/10.1109/ocit59427.2023.10431321","title":"Skin cancer detection using image features and ensemble learning","display_name":"Skin cancer detection using image features and ensemble learning","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4391923661","doi":"https://doi.org/10.1109/ocit59427.2023.10431321"},"language":"en","primary_location":{"id":"doi:10.1109/ocit59427.2023.10431321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit59427.2023.10431321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 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/A5034692823","display_name":"Nalini Prava Behera","orcid":null},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]},{"id":"https://openalex.org/I9523339","display_name":"National Institute of Technology Meghalaya","ror":"https://ror.org/020vd6n84","country_code":"IN","type":"education","lineage":["https://openalex.org/I9523339"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Nalini Prava Behera","raw_affiliation_strings":["NIT,Department of CSE,Shillong,India","Department of CSE, NIT, Shillong, India","School of Computer Engg., KIIT Deemed to be University, Bhubaneshwar, India"],"affiliations":[{"raw_affiliation_string":"NIT,Department of CSE,Shillong,India","institution_ids":["https://openalex.org/I9523339"]},{"raw_affiliation_string":"Department of CSE, NIT, Shillong, India","institution_ids":["https://openalex.org/I9523339"]},{"raw_affiliation_string":"School of Computer Engg., KIIT Deemed to be University, Bhubaneshwar, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014918028","display_name":"Akhilendra Pratap Singh","orcid":"https://orcid.org/0000-0002-2780-1073"},"institutions":[{"id":"https://openalex.org/I9523339","display_name":"National Institute of Technology Meghalaya","ror":"https://ror.org/020vd6n84","country_code":"IN","type":"education","lineage":["https://openalex.org/I9523339"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akhilendra Pratap Singh","raw_affiliation_strings":["NIT,Department of CSE,Shillong,India","Department of CSE, NIT, Shillong, India"],"affiliations":[{"raw_affiliation_string":"NIT,Department of CSE,Shillong,India","institution_ids":["https://openalex.org/I9523339"]},{"raw_affiliation_string":"Department of CSE, NIT, Shillong, India","institution_ids":["https://openalex.org/I9523339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074851678","display_name":"Jitendra Kumar Rout","orcid":"https://orcid.org/0000-0002-5295-1110"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jitendra Kumar Rout","raw_affiliation_strings":["NIT,Department of CSE,Raipur,Chhatisgarh,India","Department of CSE, NIT, Raipur, Chhatisgarh, India"],"affiliations":[{"raw_affiliation_string":"NIT,Department of CSE,Raipur,Chhatisgarh,India","institution_ids":["https://openalex.org/I38335241"]},{"raw_affiliation_string":"Department of CSE, NIT, Raipur, Chhatisgarh, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043320615","display_name":"Bunil Kumar Balabantaray","orcid":"https://orcid.org/0000-0002-2769-7122"},"institutions":[{"id":"https://openalex.org/I9523339","display_name":"National Institute of Technology Meghalaya","ror":"https://ror.org/020vd6n84","country_code":"IN","type":"education","lineage":["https://openalex.org/I9523339"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bunil Kumar Balabantaray","raw_affiliation_strings":["NIT,Department of CSE,Shillong,India","Department of CSE, NIT, Shillong, India"],"affiliations":[{"raw_affiliation_string":"NIT,Department of CSE,Shillong,India","institution_ids":["https://openalex.org/I9523339"]},{"raw_affiliation_string":"Department of CSE, NIT, Shillong, India","institution_ids":["https://openalex.org/I9523339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068965698","display_name":"Aleena Swetapadma","orcid":null},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aleena Swetapadma","raw_affiliation_strings":["KIIT Deemed to be University,School of Computer Engg.,Bhubaneshwar,India","School of Computer Engg., KIIT Deemed to be University, Bhubaneshwar, India"],"affiliations":[{"raw_affiliation_string":"KIIT Deemed to be University,School of Computer Engg.,Bhubaneshwar,India","institution_ids":["https://openalex.org/I67357951"]},{"raw_affiliation_string":"School of Computer Engg., KIIT Deemed to be University, Bhubaneshwar, India","institution_ids":["https://openalex.org/I67357951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034692823"],"corresponding_institution_ids":["https://openalex.org/I67357951","https://openalex.org/I9523339"],"apc_list":null,"apc_paid":null,"fwci":0.7132,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78619868,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"559","last_page":"563"},"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":0.9955999851226807,"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":0.9940000176429749,"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/computer-science","display_name":"Computer science","score":0.7364987134933472},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5998377203941345},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4857516884803772},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43734094500541687},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4316394031047821},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3990795612335205},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08084601163864136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7364987134933472},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5998377203941345},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4857516884803772},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43734094500541687},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4316394031047821},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3990795612335205},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08084601163864136},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ocit59427.2023.10431321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit59427.2023.10431321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 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":12,"referenced_works":["https://openalex.org/W2794825826","https://openalex.org/W2885668531","https://openalex.org/W2955308063","https://openalex.org/W2971189227","https://openalex.org/W2972588473","https://openalex.org/W2973839374","https://openalex.org/W2990405126","https://openalex.org/W3010812223","https://openalex.org/W3011389925","https://openalex.org/W3036365526","https://openalex.org/W3102785203","https://openalex.org/W4384159585"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"This":[0],"work":[1],"suggests":[2],"a":[3,35],"technique":[4,105],"for":[5,48],"skin":[6,20,54,95],"cancer":[7,21,96],"detection":[8],"using":[9,34],"CT":[10],"image":[11],"features":[12,32,42],"and":[13,30,65,88,100],"boosting":[14],"ensemble":[15,50,57],"learning":[16],"method.":[17],"First,":[18],"the":[19,26,31,49,70,91],"images":[22,27],"are":[23,28,43,60,73,97],"collected.":[24],"Then":[25],"processed,":[29],"extraction":[33],"convolutional":[36],"neural":[37],"network":[38],"(CNN).":[39],"The":[40,56,67,81,103],"extracted":[41],"then":[44],"used":[45,59,108],"as":[46,85],"input":[47],"classifier":[51],"to":[52,109,113],"detect":[53],"cancer.":[55],"classifiers":[58],"bagging,":[61],"AdaBoost,":[62],"gentleboost,":[63],"logitboost,":[64],"XGBoost.":[66],"results":[68],"of":[69,90],"XGBoost":[71],"method":[72,92],"better":[74],"than":[75],"all":[76],"other":[77],"ensemble-learning":[78],"methods":[79],"used.":[80],"performance":[82],"measures":[83],"such":[84],"sensitivity,":[86],"specificity,":[87],"accuracy":[89],"in":[93],"detecting":[94],"97.95%,":[98],"97.00%":[99],"97.45%":[101],"respectively.":[102],"proposed":[104],"can":[106],"be":[107],"give":[110],"second":[111],"opinions":[112],"doctors.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}