{"id":"https://openalex.org/W3170108663","doi":"https://doi.org/10.1007/s11042-021-11120-7","title":"Melanoma localization and classification through faster region-based convolutional neural network and SVM","display_name":"Melanoma localization and classification through faster region-based convolutional neural network and SVM","publication_year":2021,"publication_date":"2021-06-15","ids":{"openalex":"https://openalex.org/W3170108663","doi":"https://doi.org/10.1007/s11042-021-11120-7","mag":"3170108663"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-021-11120-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-11120-7","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-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/A5053995495","display_name":"Marriam Nawaz","orcid":"https://orcid.org/0000-0002-2238-4645"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Marriam Nawaz","raw_affiliation_strings":["Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046972993","display_name":"Momina Masood","orcid":"https://orcid.org/0000-0003-1977-1481"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Momina Masood","raw_affiliation_strings":["Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010686488","display_name":"Ali Javed","orcid":"https://orcid.org/0000-0002-1290-1477"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ali Javed","raw_affiliation_strings":["Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046795565","display_name":"Javed Iqbal","orcid":"https://orcid.org/0000-0003-3056-5128"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Javed Iqbal","raw_affiliation_strings":["Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000682685","display_name":"Tahira Nazir","orcid":"https://orcid.org/0000-0001-8130-3721"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Tahira Nazir","raw_affiliation_strings":["Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018459547","display_name":"Awais Mehmood","orcid":null},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Awais Mehmood","raw_affiliation_strings":["Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101600350","display_name":"Rehan Ashraf","orcid":"https://orcid.org/0000-0002-6627-9820"},"institutions":[{"id":"https://openalex.org/I505182","display_name":"National Textile University","ror":"https://ror.org/030dak672","country_code":"PK","type":"education","lineage":["https://openalex.org/I505182"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Rehan Ashraf","raw_affiliation_strings":["Department of Computer Science, National Textile University, Faisalabad, 37610, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Textile University, Faisalabad, 37610, Pakistan","institution_ids":["https://openalex.org/I505182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101600350"],"corresponding_institution_ids":["https://openalex.org/I505182"],"apc_list":null,"apc_paid":null,"fwci":3.3057,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.94561689,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"80","issue":"19","first_page":"28953","last_page":"28974"},"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/T10862","display_name":"AI in cancer detection","score":0.9975000023841858,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9836999773979187,"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/computer-science","display_name":"Computer science","score":0.8085233569145203},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7694047689437866},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6709161996841431},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.6488115191459656},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6126969456672668},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6064237952232361},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5910733342170715},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5160641074180603},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.43425512313842773},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35942432284355164},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1440199315547943}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8085233569145203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7694047689437866},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6709161996841431},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.6488115191459656},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6126969456672668},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6064237952232361},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5910733342170715},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5160641074180603},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.43425512313842773},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35942432284355164},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1440199315547943},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-021-11120-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-11120-7","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1480009832","https://openalex.org/W1536680647","https://openalex.org/W1547714734","https://openalex.org/W1903029394","https://openalex.org/W1924689489","https://openalex.org/W1972406788","https://openalex.org/W1976047850","https://openalex.org/W2002507614","https://openalex.org/W2003834444","https://openalex.org/W2009671025","https://openalex.org/W2016868671","https://openalex.org/W2040600853","https://openalex.org/W2061576204","https://openalex.org/W2068720048","https://openalex.org/W2088049833","https://openalex.org/W2088171019","https://openalex.org/W2102605133","https://openalex.org/W2119821739","https://openalex.org/W2131264832","https://openalex.org/W2138957397","https://openalex.org/W2142259554","https://openalex.org/W2161588624","https://openalex.org/W2162515926","https://openalex.org/W2166297647","https://openalex.org/W2166538457","https://openalex.org/W2248915651","https://openalex.org/W2323929895","https://openalex.org/W2346062110","https://openalex.org/W2346705140","https://openalex.org/W2564782580","https://openalex.org/W2592124696","https://openalex.org/W2592160412","https://openalex.org/W2594373254","https://openalex.org/W2607620597","https://openalex.org/W2612806369","https://openalex.org/W2626134196","https://openalex.org/W2640925094","https://openalex.org/W2698626679","https://openalex.org/W2770260636","https://openalex.org/W2804411430","https://openalex.org/W2807907317","https://openalex.org/W2892053105","https://openalex.org/W2898260903","https://openalex.org/W2910567234","https://openalex.org/W2911653980","https://openalex.org/W2916845318","https://openalex.org/W2921583345","https://openalex.org/W2955935028","https://openalex.org/W2963059730","https://openalex.org/W2963354396","https://openalex.org/W2963946669","https://openalex.org/W2964096383","https://openalex.org/W2998249562","https://openalex.org/W3001669684","https://openalex.org/W3005187442","https://openalex.org/W3015390149"],"related_works":["https://openalex.org/W1991879524","https://openalex.org/W2171435634","https://openalex.org/W2066581032","https://openalex.org/W4293226380","https://openalex.org/W2075740387","https://openalex.org/W2090763504","https://openalex.org/W2079364398","https://openalex.org/W2079772486","https://openalex.org/W4248678482","https://openalex.org/W2358990940"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":10}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}