{"id":"https://openalex.org/W2800661075","doi":"https://doi.org/10.3390/sym10040119","title":"A Novel Skin Lesion Detection Approach Using Neutrosophic Clustering and Adaptive Region Growing in Dermoscopy Images","display_name":"A Novel Skin Lesion Detection Approach Using Neutrosophic Clustering and Adaptive Region Growing in Dermoscopy Images","publication_year":2018,"publication_date":"2018-04-18","ids":{"openalex":"https://openalex.org/W2800661075","doi":"https://doi.org/10.3390/sym10040119","mag":"2800661075"},"language":"en","primary_location":{"id":"doi:10.3390/sym10040119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym10040119","pdf_url":null,"source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/sym10040119","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026927275","display_name":"Yanhui Guo","orcid":"https://orcid.org/0000-0003-1814-9682"},"institutions":[{"id":"https://openalex.org/I79884896","display_name":"University of Illinois at Springfield","ror":"https://ror.org/0126qma51","country_code":"US","type":"education","lineage":["https://openalex.org/I79884896"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yanhui Guo","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Springfield, Springfield, IL 62703, USA"],"raw_orcid":"https://orcid.org/0000-0003-1814-9682","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Springfield, Springfield, IL 62703, USA","institution_ids":["https://openalex.org/I79884896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068271733","display_name":"Amira S. Ashour","orcid":"https://orcid.org/0000-0003-3217-6185"},"institutions":[{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Amira S. Ashour","raw_affiliation_strings":["Department of Electronics and Electrical Communications Engineering, Faculty of Engineering, Tanta University, Tanta 31527, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-3217-6185","affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Communications Engineering, Faculty of Engineering, Tanta University, Tanta 31527, Egypt","institution_ids":["https://openalex.org/I21376657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012703845","display_name":"Florent\u00edn Smarandache","orcid":"https://orcid.org/0000-0002-5560-5926"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Florentin Smarandache","raw_affiliation_strings":["Department of Mathematics, University of New Mexico, 705 Gurley Ave., Gallup, NM 87301, USA"],"raw_orcid":"https://orcid.org/0000-0002-5560-5926","affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of New Mexico, 705 Gurley Ave., Gallup, NM 87301, USA","institution_ids":["https://openalex.org/I169521973"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026927275"],"corresponding_institution_ids":["https://openalex.org/I79884896"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":3.2069,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.94597796,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"10","issue":"4","first_page":"119","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9833999872207642,"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":0.9833999872207642,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.975600004196167,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7363932132720947},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7142478227615356},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7103630900382996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6273229122161865},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5793136954307556},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4955676794052124},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4362347722053528},{"id":"https://openalex.org/keywords/indeterminacy","display_name":"Indeterminacy (philosophy)","score":0.4245261549949646},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.410604864358902},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3317854404449463}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7363932132720947},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7142478227615356},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7103630900382996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6273229122161865},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5793136954307556},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4955676794052124},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4362347722053528},{"id":"https://openalex.org/C2777366796","wikidata":"https://www.wikidata.org/wiki/Q6017758","display_name":"Indeterminacy (philosophy)","level":2,"score":0.4245261549949646},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.410604864358902},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3317854404449463},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/sym10040119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym10040119","pdf_url":null,"source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/7046903","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_Novel_Skin_Lesion_Detection_Approach_Using_Neutrosophic_Clustering_and_Adaptive_Region_Growing_in_Dermoscopy_Images/7046903","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/2073-8994/10/4/119/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/sym10040119","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry","raw_type":"Text"},{"id":"doi:10.6084/m9.figshare.7046903.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.7046903.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.3390/sym10040119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym10040119","pdf_url":null,"source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1597887444","https://openalex.org/W1818122362","https://openalex.org/W1976501736","https://openalex.org/W2000853273","https://openalex.org/W2017228784","https://openalex.org/W2027712695","https://openalex.org/W2035427371","https://openalex.org/W2045613518","https://openalex.org/W2047348927","https://openalex.org/W2050085890","https://openalex.org/W2053669527","https://openalex.org/W2067809457","https://openalex.org/W2069493544","https://openalex.org/W2073996439","https://openalex.org/W2074317748","https://openalex.org/W2090269160","https://openalex.org/W2094540743","https://openalex.org/W2097117768","https://openalex.org/W2100234623","https://openalex.org/W2137155471","https://openalex.org/W2139888281","https://openalex.org/W2142259554","https://openalex.org/W2153400129","https://openalex.org/W2154372982","https://openalex.org/W2161588624","https://openalex.org/W2473400908","https://openalex.org/W2500897438","https://openalex.org/W2521388436","https://openalex.org/W2564782580","https://openalex.org/W2607620597","https://openalex.org/W2963946669","https://openalex.org/W3148936626","https://openalex.org/W4244042913","https://openalex.org/W6668895831","https://openalex.org/W7055314074"],"related_works":["https://openalex.org/W4312320919","https://openalex.org/W2006032042","https://openalex.org/W4252319461","https://openalex.org/W2197642415","https://openalex.org/W4323263370","https://openalex.org/W2619719330","https://openalex.org/W2026244971","https://openalex.org/W4283802175","https://openalex.org/W2362593600","https://openalex.org/W1522196789"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"novel":[3],"skin":[4,86],"lesion":[5,155],"detection":[6],"based":[7],"on":[8],"neutrosophic":[9,30,61,71,173],"clustering":[10,73,84],"and":[11,50,114,126,176],"adaptive":[12,93],"region":[13,94],"growing":[14,95],"algorithms":[15],"applied":[16,76],"to":[17,77,112,152,163],"dermoscopic":[18,24,80],"images,":[19],"called":[20],"NCARG.":[21,141],"First,":[22],"the":[23,34,39,60,65,68,79,83,99,116,138,146,150,164,172],"images":[25,42,120,128],"are":[26,43,88,121,133],"mapped":[27],"into":[28],"a":[29,104,154],"set":[31,62,107,178],"domain":[32],"using":[33,91],"shearlet":[35],"transform":[36],"results":[37,143],"for":[38,63,124,129,135],"images.":[40,69,81],"The":[41,142],"described":[44],"via":[45],"three":[46],"memberships:":[47],"true,":[48],"indeterminate,":[49],"false":[51],"memberships.":[52],"An":[53],"indeterminate":[54],"filter":[55],"is":[56,75,110],"then":[57],"defined":[58],"in":[59],"reducing":[64],"indeterminacy":[66],"of":[67,101,140],"A":[70],"c-means":[72],"algorithm":[74],"segment":[78],"With":[82],"results,":[85],"lesions":[87],"identified":[89],"precisely":[90],"an":[92],"method.":[96,118],"To":[97],"evaluate":[98],"performance":[100,139],"this":[102],"algorithm,":[103],"public":[105],"data":[106],"(ISIC":[108],"2017)":[109],"employed":[111],"train":[113],"test":[115],"proposed":[117,147],"Fifty":[119],"randomly":[122],"selected":[123],"training":[125],"500":[127],"testing.":[130],"Several":[131],"metrics":[132],"measured":[134],"quantitatively":[136],"evaluating":[137],"establish":[144],"that":[145],"approach":[148],"has":[149],"ability":[151],"detect":[153],"with":[156],"high":[157],"accuracy,":[158,167],"95.3%":[159],"average":[160,166],"value,":[161],"compared":[162],"obtained":[165],"80.6%,":[168],"found":[169],"when":[170],"employing":[171],"similarity":[174],"score":[175],"level":[177],"(NSSLS)":[179],"segmentation":[180],"approach.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":8}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
