{"id":"https://openalex.org/W2807079708","doi":"https://doi.org/10.1186/s12885-018-4465-8","title":"An implementation of normal distribution based segmentation and entropy controlled features selection for skin lesion detection and classification","display_name":"An implementation of normal distribution based segmentation and entropy controlled features selection for skin lesion detection and classification","publication_year":2018,"publication_date":"2018-06-05","ids":{"openalex":"https://openalex.org/W2807079708","doi":"https://doi.org/10.1186/s12885-018-4465-8","mag":"2807079708","pmid":"https://pubmed.ncbi.nlm.nih.gov/29871593","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/5989438"},"language":"en","primary_location":{"id":"doi:10.1186/s12885-018-4465-8","doi":"https://doi.org/10.1186/s12885-018-4465-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12885-018-4465-8","pdf_url":"https://bmccancer.biomedcentral.com/track/pdf/10.1186/s12885-018-4465-8","source":{"id":"https://openalex.org/S192926780","display_name":"BMC Cancer","issn_l":"1471-2407","issn":["1471-2407"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Cancer","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmccancer.biomedcentral.com/track/pdf/10.1186/s12885-018-4465-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100710942","display_name":"Muhammad Attique Khan","orcid":"https://orcid.org/0000-0002-6347-4890","observed_orcids":["https://orcid.org/0000-0002-6347-4890","https://orcid.org/0009-0001-2023-6980"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"M. Attique Khan","raw_affiliation_strings":["Department of Computer Science, COMSATS Institute of Information Technology, Wah, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS Institute of Information Technology, Wah, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084968897","display_name":"Tallha Akram","orcid":"https://orcid.org/0000-0003-4578-3849","observed_orcids":["https://orcid.org/0000-0003-4578-3849"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Tallha Akram","raw_affiliation_strings":["Department of Electrical Engineering, COMSATS Institute of Information Technology, Wah, Pakistan. tallha@ciitwah.edu.pk","Department of Electrical Engineering, COMSATS Institute of Information Technology, Wah, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, COMSATS Institute of Information Technology, Wah, Pakistan. tallha@ciitwah.edu.pk","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Department of Electrical Engineering, COMSATS Institute of Information Technology, Wah, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052505171","display_name":"Muhammad Imran Sharif","orcid":"https://orcid.org/0000-0002-1355-2168","observed_orcids":["https://orcid.org/0000-0002-1355-2168"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Sharif","raw_affiliation_strings":["Department of Computer Science, COMSATS Institute of Information Technology, Wah, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS Institute of Information Technology, Wah, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068034642","display_name":"Aamir Shahzad","orcid":"https://orcid.org/0000-0003-4480-226X","observed_orcids":["https://orcid.org/0000-0003-4480-226X"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Aamir Shahzad","raw_affiliation_strings":["Department of Electrical Engineering, COMSATS Institute of Information Technology, Abbottabad, Pakistan. aamirsardar@gmail.com","Department of Electrical Engineering, COMSATS Institute of Information Technology, Abbottabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-4480-226X","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, COMSATS Institute of Information Technology, Abbottabad, Pakistan. aamirsardar@gmail.com","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Department of Electrical Engineering, COMSATS Institute of Information Technology, Abbottabad, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014562556","display_name":"Khursheed Aurangzeb","orcid":"https://orcid.org/0000-0003-3647-8578","observed_orcids":["https://orcid.org/0000-0003-3647-8578"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]},{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["PK","SA"],"is_corresponding":false,"raw_author_name":"Khursheed Aurangzeb","raw_affiliation_strings":["College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","Department of Electrical Engineering, COMSATS Institute of Information Technology, Attock, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Department of Electrical Engineering, COMSATS Institute of Information Technology, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052648906","display_name":"Musaed A. Alhussein","orcid":"https://orcid.org/0000-0002-5538-6778","observed_orcids":["https://orcid.org/0000-0002-5538-6778"]},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Musaed Alhussein","raw_affiliation_strings":["College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038305043","display_name":"Syed Irtaza Haider","orcid":"https://orcid.org/0000-0002-5158-2413","observed_orcids":["https://orcid.org/0000-0002-5158-2413"]},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Syed Irtaza Haider","raw_affiliation_strings":["College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067053173","display_name":"Abdualziz Altamrah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdualziz Altamrah","raw_affiliation_strings":["College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068034642","https://openalex.org/A5084968897"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":{"value":3390,"currency":"USD","value_usd":3390},"fwci":7.5115,"has_fulltext":true,"cited_by_count":129,"citation_normalized_percentile":{"value":0.98524249,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"18","issue":"1","first_page":"638","last_page":"638"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9818999767303467,"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":0.9818999767303467,"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":0.011699999682605267,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.0035000001080334187,"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-lesion-classification","display_name":"skin lesion classification","score":0.746999979019165},{"id":"https://openalex.org/keywords/melanoma-detection","display_name":"melanoma detection","score":0.9150000214576721},{"id":"https://openalex.org/keywords/dermoscopic-images","display_name":"dermoscopic images","score":0.9509999752044678},{"id":"https://openalex.org/keywords/lesion-segmentation","display_name":"lesion segmentation","score":0.7609999775886536},{"id":"https://openalex.org/keywords/entropy-based-feature-selection","display_name":"entropy-based feature selection","score":0.9679999947547913},{"id":"https://openalex.org/keywords/bhattacharyya-distance","display_name":"Bhattacharyya distance","score":0.9810000061988831},{"id":"https://openalex.org/keywords/multilevel-feature-fusion","display_name":"multi-level feature fusion","score":0.7089999914169312},{"id":"https://openalex.org/keywords/multiclass-support-vector-machine","display_name":"multi-class support vector machine","score":0.8349999785423279},{"id":"https://openalex.org/keywords/early-diagnosis-of-skin-cancer","display_name":"early diagnosis of skin cancer","score":0.7149999737739563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6569778919219971},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6287674307823181},{"id":"https://openalex.org/C24145651","wikidata":"https://www.wikidata.org/wiki/Q2901249","display_name":"Bhattacharyya distance","level":2,"score":0.627482533454895},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6195423007011414},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5884385704994202},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.45915308594703674},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.43648529052734375},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.43648481369018555},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09843817353248596},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12885-018-4465-8","doi":"https://doi.org/10.1186/s12885-018-4465-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12885-018-4465-8","pdf_url":"https://bmccancer.biomedcentral.com/track/pdf/10.1186/s12885-018-4465-8","source":{"id":"https://openalex.org/S192926780","display_name":"BMC Cancer","issn_l":"1471-2407","issn":["1471-2407"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Cancer","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:4961931","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5989438","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmid:29871593","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29871593","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC cancer","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:5989438","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC5989438/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Cancer","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:c727e8a7780d4ceaa0daf60bc0e5b593","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/c727e8a7780d4ceaa0daf60bc0e5b593","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Cancer, Vol 18, Iss 1, Pp 1-20 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12885-018-4465-8","doi":"https://doi.org/10.1186/s12885-018-4465-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12885-018-4465-8","pdf_url":"https://bmccancer.biomedcentral.com/track/pdf/10.1186/s12885-018-4465-8","source":{"id":"https://openalex.org/S192926780","display_name":"BMC Cancer","issn_l":"1471-2407","issn":["1471-2407"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Cancer","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9391000270843506}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4465943965","display_name":null,"funder_award_id":"RG-1438-034","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"}],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"},{"id":"https://openalex.org/F4320322799","display_name":"Higher Education Commission, Pakistan","ror":"https://ror.org/038y3sz68"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2807079708.pdf","grobid_xml":"https://content.openalex.org/works/W2807079708.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1537017777","https://openalex.org/W1820264760","https://openalex.org/W1987112651","https://openalex.org/W2016694769","https://openalex.org/W2017573959","https://openalex.org/W2017725132","https://openalex.org/W2024476192","https://openalex.org/W2032172510","https://openalex.org/W2044465660","https://openalex.org/W2053164108","https://openalex.org/W2061253660","https://openalex.org/W2061576204","https://openalex.org/W2076167620","https://openalex.org/W2084664227","https://openalex.org/W2096457735","https://openalex.org/W2110746919","https://openalex.org/W2110856667","https://openalex.org/W2115574026","https://openalex.org/W2129285118","https://openalex.org/W2143353384","https://openalex.org/W2161969291","https://openalex.org/W2168484324","https://openalex.org/W2182503946","https://openalex.org/W2197223281","https://openalex.org/W2203371107","https://openalex.org/W2231156824","https://openalex.org/W2268679498","https://openalex.org/W2287357803","https://openalex.org/W2293474310","https://openalex.org/W2295519047","https://openalex.org/W2346705140","https://openalex.org/W2396891351","https://openalex.org/W2412801665","https://openalex.org/W2428965527","https://openalex.org/W2526842628","https://openalex.org/W2564782580","https://openalex.org/W2573630482","https://openalex.org/W2579362932","https://openalex.org/W2581082771","https://openalex.org/W2586580574","https://openalex.org/W2590879042","https://openalex.org/W2591669284","https://openalex.org/W2592495972","https://openalex.org/W2611248927","https://openalex.org/W2613073477","https://openalex.org/W2614029127","https://openalex.org/W2701556738","https://openalex.org/W2734937876","https://openalex.org/W2765258838","https://openalex.org/W3142708931","https://openalex.org/W4306369316"],"related_works":["https://openalex.org/W2789587241","https://openalex.org/W2970321969","https://openalex.org/W3022365663","https://openalex.org/W2894029650","https://openalex.org/W3109048879","https://openalex.org/W1994267552","https://openalex.org/W2999950187","https://openalex.org/W2155551057","https://openalex.org/W2313978876","https://openalex.org/W7096613741"],"abstract_inverted_index":{"BACKGROUND:":[0],"Melanoma":[1],"is":[2,94,124,159,169],"the":[3,14,40,48,51,79,84,113,133,143,233],"deadliest":[4],"type":[5],"of":[6,42,83,110,135,145,200,227],"skin":[7],"cancer":[8],"with":[9,67,132],"highest":[10],"mortality":[11],"rate.":[12],"However,":[13],"annihilation":[15],"in":[16,58,112,225],"its":[17],"early":[18,28],"stage":[19],"implies":[20],"a":[21,76,162],"high":[22],"survival":[23],"rate":[24],"therefore,":[25],"it":[26],"demands":[27],"diagnosis.":[29],"The":[30,55,96,166,207],"accustomed":[31],"diagnosis":[32,63],"methods":[33,224],"are":[34,64,106,119,140,151],"costly":[35],"and":[36,70,81,90,103,121,138,183,186,190,197,203,217,230],"cumbersome":[37],"due":[38],"to":[39,222],"involvement":[41],"experienced":[43],"experts":[44],"as":[45,47,100,161,177,220],"well":[46],"requirements":[49],"for":[50,61,78,108,126,142],"highly":[52,65],"equipped":[53],"environment.":[54],"recent":[56],"advancements":[57],"computerized":[59],"solutions":[60],"this":[62,74],"promising":[66],"improved":[68],"accuracy":[69,199],"efficiency.":[71],"METHODS:":[72],"In":[73],"article,":[75],"method":[77,131,168,219,235],"identification":[80],"classification":[82],"lesion":[85,111],"based":[86],"on":[87,171,213,240],"probabilistic":[88,97],"distribution":[89,98,102,105],"best":[91,146],"features":[92,118,150,215],"selection":[93,144,218],"proposed.":[95],"such":[99,176],"normal":[101],"uniform":[104],"implemented":[107],"segmentation":[109,238],"dermoscopic":[114],"images.":[115],"Then":[116],"multi-level":[117],"extracted":[120],"parallel":[122],"strategy":[123],"performed":[125],"fusion.":[127],"A":[128],"novel":[129],"entropy-based":[130],"combination":[134],"Bhattacharyya":[136],"distance":[137],"variance":[139],"calculated":[141],"features.":[147],"Only":[148],"selected":[149,160,241],"classified":[152],"using":[153],"multi-class":[154],"support":[155],"vector":[156],"machine,":[157],"which":[158],"base":[163,208],"classifier.":[164],"RESULTS:":[165],"proposed":[167,214],"validated":[170],"three":[172],"publicly":[173],"available":[174],"datasets":[175],"PH2,":[178],"ISIC":[179,181,184],"(i.e.":[180],"MSK-2":[182],"UDA),":[185],"Combined":[187],"(ISBI":[188],"2016":[189],"ISBI":[191],"2017),":[192],"including":[193],"multi-resolution":[194],"RGB":[195],"images":[196],"achieved":[198,236],"97.5%,":[201],"97.75%,":[202],"93.2%,":[204],"respectively.":[205],"CONCLUSION:":[206],"classifier":[209],"performs":[210],"significantly":[211],"better":[212],"fusion":[216],"compared":[221],"other":[223],"terms":[226],"sensitivity,":[228],"specificity,":[229],"accuracy.":[231],"Furthermore,":[232],"presented":[234],"satisfactory":[237],"results":[239],"datasets.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":28},{"year":2020,"cited_by_count":21},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":5}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2018-06-13T00:00:00"}
