{"id":"https://openalex.org/W2074317748","doi":"https://doi.org/10.1109/jbhi.2015.2390032","title":"A Novel Approach to Segment Skin Lesions in Dermoscopic Images Based on a Deformable Model","display_name":"A Novel Approach to Segment Skin Lesions in Dermoscopic Images Based on a Deformable Model","publication_year":2015,"publication_date":"2015-01-08","ids":{"openalex":"https://openalex.org/W2074317748","doi":"https://doi.org/10.1109/jbhi.2015.2390032","mag":"2074317748","pmid":"https://pubmed.ncbi.nlm.nih.gov/25585429"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2015.2390032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2015.2390032","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/10216/82911","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027063174","display_name":"Zhen Ma","orcid":"https://orcid.org/0000-0001-6855-4622"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210121509","display_name":"Institute of Mechanical Engineering and Industrial Mangement","ror":"https://ror.org/02pk7c879","country_code":"PT","type":"facility","lineage":["https://openalex.org/I182534213","https://openalex.org/I4210121509"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Zhen Ma","raw_affiliation_strings":["Instituto de Engenharia Mec\u00e2nica e Gest\u00e3o Industrial and the Faculdade de Engenharia da Universidade do Porto, 4200-465 Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Engenharia Mec\u00e2nica e Gest\u00e3o Industrial and the Faculdade de Engenharia da Universidade do Porto, 4200-465 Porto, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210121509"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056546246","display_name":"Jo\u00e3o Manuel R. S. Tavares","orcid":"https://orcid.org/0000-0001-7603-6526"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210121509","display_name":"Institute of Mechanical Engineering and Industrial Mangement","ror":"https://ror.org/02pk7c879","country_code":"PT","type":"facility","lineage":["https://openalex.org/I182534213","https://openalex.org/I4210121509"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao Manuel R. S. Tavares","raw_affiliation_strings":["Instituto de Engenharia Mec\u00e2nica e Gest\u00e3o Industrial and the Faculdade de Engenharia da Universidade do Porto, 4200-465 Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-7603-6526","affiliations":[{"raw_affiliation_string":"Instituto de Engenharia Mec\u00e2nica e Gest\u00e3o Industrial and the Faculdade de Engenharia da Universidade do Porto, 4200-465 Porto, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210121509"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.8216,"has_fulltext":false,"cited_by_count":189,"citation_normalized_percentile":{"value":0.98203415,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"20","issue":"2","first_page":"615","last_page":"623"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T11172","display_name":"Dermatologic Treatments and Research","score":0.925000011920929,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"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":0.750394344329834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7491284608840942},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7235640287399292},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.6283788681030273},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5938917398452759},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5678727030754089},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.5343320369720459},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5052886605262756},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4626046419143677},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4326302707195282},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3756760358810425},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.124094158411026},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.09881654381752014}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.750394344329834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7491284608840942},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7235640287399292},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.6283788681030273},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5938917398452759},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5678727030754089},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.5343320369720459},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5052886605262756},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4626046419143677},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4326302707195282},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3756760358810425},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.124094158411026},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.09881654381752014},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":"D006801","descriptor_name":"Humans","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":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2015.2390032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2015.2390032","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:25585429","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25585429","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,"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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:repositorio-aberto.up.pt:10216/82911","is_oa":true,"landing_page_url":"https://hdl.handle.net/10216/82911","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"pmh:oai:repositorio-aberto.up.pt:10216/82911","is_oa":true,"landing_page_url":"https://hdl.handle.net/10216/82911","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7442355782","display_name":null,"funder_award_id":"FCOMP-01-0124-FEDER-028160/PTDC/BBB- BMD/3088/2012","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W86715028","https://openalex.org/W114255859","https://openalex.org/W247104752","https://openalex.org/W1507875776","https://openalex.org/W1582554697","https://openalex.org/W1923717546","https://openalex.org/W1991113069","https://openalex.org/W1993782503","https://openalex.org/W2005088335","https://openalex.org/W2017650138","https://openalex.org/W2022034678","https://openalex.org/W2024476192","https://openalex.org/W2026289309","https://openalex.org/W2028140761","https://openalex.org/W2035427371","https://openalex.org/W2035580331","https://openalex.org/W2049748121","https://openalex.org/W2057730497","https://openalex.org/W2059238568","https://openalex.org/W2061253660","https://openalex.org/W2069493544","https://openalex.org/W2070578616","https://openalex.org/W2072295766","https://openalex.org/W2072546899","https://openalex.org/W2077307030","https://openalex.org/W2078187356","https://openalex.org/W2082267659","https://openalex.org/W2083652081","https://openalex.org/W2100234623","https://openalex.org/W2112064175","https://openalex.org/W2116930734","https://openalex.org/W2129661341","https://openalex.org/W2131365547","https://openalex.org/W2133059825","https://openalex.org/W2139888281","https://openalex.org/W2142259554","https://openalex.org/W2143168422","https://openalex.org/W2151287908","https://openalex.org/W2157082243","https://openalex.org/W2158734599","https://openalex.org/W2159926688","https://openalex.org/W2162515926","https://openalex.org/W2164273268","https://openalex.org/W4233894497","https://openalex.org/W4244042913","https://openalex.org/W4253920039","https://openalex.org/W6654929786","https://openalex.org/W6681615233"],"related_works":["https://openalex.org/W2486460843","https://openalex.org/W2168109476","https://openalex.org/W1968121071","https://openalex.org/W2061647633","https://openalex.org/W4379231730","https://openalex.org/W2020254986","https://openalex.org/W2686985752","https://openalex.org/W1522196789","https://openalex.org/W2933370232","https://openalex.org/W2948399186"],"abstract_inverted_index":{"Dermoscopy":[0],"is":[1,42,58,106],"an":[2,113],"imaging":[3],"technique":[4],"that":[5,61,145],"has":[6],"been":[7],"widely":[8],"used":[9,71,122],"in":[10,51,66,83,168],"the":[11,22,46,62,67,81,84,92,96,100,109,125,128,132,146,157,160,164],"diagnosis":[12,27],"of":[13,48,99,127,163],"skin":[14,49,76,78],"lesions.":[15],"However,":[16],"its":[17],"accuracy":[18],"largely":[19],"depends":[20],"on":[21,38,140],"dermatologist's":[23],"experience;":[24],"thus,":[25],"computer-aided":[26],"techniques":[28],"are":[29,87,166],"required.":[30],"In":[31],"this":[32,169],"paper,":[33],"a":[34,39],"novel":[35,104,129,147],"approach":[36,105,130,165],"based":[37],"deformable":[40,101],"model":[41],"proposed":[43],"to":[44,73,90,123],"handle":[45],"segmentation":[47,133],"lesions":[50],"dermoscopic":[52,142],"images.":[53],"The":[54],"RGB":[55],"color":[56,63,85],"space":[57],"converted":[59],"so":[60],"information":[64],"contained":[65],"images":[68,143],"can":[69],"be":[70],"effectively":[72],"differentiate":[74],"normal":[75],"and":[77,80,95,111,115,131,159],"lesions;":[79],"differences":[82],"channels":[86],"combined":[88],"together":[89],"define":[91],"speed":[93],"function":[94],"stopping":[97],"criterion":[98],"model.":[102],"This":[103],"robust":[107],"against":[108],"noise,":[110],"provides":[112],"effective":[114],"flexible":[116],"segmentation.":[117],"Two":[118],"image":[119],"databases":[120],"were":[121,136],"test":[124],"performance":[126],"results":[134],"obtained":[135],"satisfactory.":[137],"Quantitative":[138],"analysis":[139],"250":[141],"showed":[144],"algorithm":[148],"outperformed":[149],"other":[150],"state-of-the-art":[151],"algorithms.":[152],"Also,":[153],"using":[154],"comparative":[155],"data,":[156],"reliability":[158],"implementation":[161],"issues":[162],"discussed":[167],"paper.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":25},{"year":2018,"cited_by_count":29},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
