{"id":"https://openalex.org/W2921014893","doi":"https://doi.org/10.1186/s12859-019-2625-8","title":"Local edge-enhanced active contour for accurate skin lesion border detection","display_name":"Local edge-enhanced active contour for accurate skin lesion border detection","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2921014893","doi":"https://doi.org/10.1186/s12859-019-2625-8","mag":"2921014893","pmid":"https://pubmed.ncbi.nlm.nih.gov/30871471"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-019-2625-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-019-2625-8","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-019-2625-8","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-019-2625-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002785141","display_name":"Mustafa Bayraktar","orcid":"https://orcid.org/0000-0001-8486-9915"},"institutions":[{"id":"https://openalex.org/I102401767","display_name":"University of Arkansas at Little Rock","ror":"https://ror.org/04fttyv97","country_code":"US","type":"education","lineage":["https://openalex.org/I102401767"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mustafa Bayraktar","raw_affiliation_strings":["Bioinformatics, University of Arkansas Little Rock, 2804 S. University, Little Rock, 72204, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioinformatics, University of Arkansas Little Rock, 2804 S. University, Little Rock, 72204, AR, USA","institution_ids":["https://openalex.org/I102401767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089852447","display_name":"Sinan Kockara","orcid":"https://orcid.org/0000-0002-5881-1653"},"institutions":[{"id":"https://openalex.org/I32038505","display_name":"University of Central Arkansas","ror":"https://ror.org/029bp0k25","country_code":"US","type":"education","lineage":["https://openalex.org/I32038505"]},{"id":"https://openalex.org/I4210152127","display_name":"Conway School of Landscape Design","ror":"https://ror.org/04q7y8a54","country_code":"US","type":"education","lineage":["https://openalex.org/I4210152127"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sinan Kockara","raw_affiliation_strings":["Computer Science, University of Central Arkansas, 201 Donaghey Avenue, Conway, 72035, AR, USA. skockara@uca.edu","Computer Science, University of Central Arkansas, 201 Donaghey Avenue, Conway, 72035, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, University of Central Arkansas, 201 Donaghey Avenue, Conway, 72035, AR, USA. skockara@uca.edu","institution_ids":["https://openalex.org/I32038505"]},{"raw_affiliation_string":"Computer Science, University of Central Arkansas, 201 Donaghey Avenue, Conway, 72035, AR, USA","institution_ids":["https://openalex.org/I32038505","https://openalex.org/I4210152127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024460164","display_name":"Tansel Halic","orcid":"https://orcid.org/0000-0002-2558-4001"},"institutions":[{"id":"https://openalex.org/I32038505","display_name":"University of Central Arkansas","ror":"https://ror.org/029bp0k25","country_code":"US","type":"education","lineage":["https://openalex.org/I32038505"]},{"id":"https://openalex.org/I4210152127","display_name":"Conway School of Landscape Design","ror":"https://ror.org/04q7y8a54","country_code":"US","type":"education","lineage":["https://openalex.org/I4210152127"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tansel Halic","raw_affiliation_strings":["Computer Science, University of Central Arkansas, 201 Donaghey Avenue, Conway, 72035, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, University of Central Arkansas, 201 Donaghey Avenue, Conway, 72035, AR, USA","institution_ids":["https://openalex.org/I32038505","https://openalex.org/I4210152127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046182499","display_name":"Mutlu Mete","orcid":"https://orcid.org/0000-0003-0600-8073"},"institutions":[{"id":"https://openalex.org/I206651237","display_name":"East Texas A&M University","ror":"https://ror.org/01red3556","country_code":"US","type":"education","lineage":["https://openalex.org/I206651237"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mutlu Mete","raw_affiliation_strings":["Computer Science, Texas A&M University-Commerce, 2200 Campbell, Commerce, 75428, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, Texas A&M University-Commerce, 2200 Campbell, Commerce, 75428, TX, USA","institution_ids":["https://openalex.org/I206651237"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058556276","display_name":"Henry K. Wong","orcid":"https://orcid.org/0000-0001-9181-7195"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Henry K. Wong","raw_affiliation_strings":["Dermatology, University of Arkansas for Medical Sciences, 324 Campus Dr., Little Rock, 72205, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dermatology, University of Arkansas for Medical Sciences, 324 Campus Dr., Little Rock, 72205, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068395409","display_name":"Kamran Iqbal","orcid":"https://orcid.org/0000-0001-8375-290X"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kamran Iqbal","raw_affiliation_strings":["Systems Engineering, University of Arkansas for Medical Sciences, 2804 S. University, Little Rock, 72204, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Engineering, University of Arkansas for Medical Sciences, 2804 S. University, Little Rock, 72204, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5089852447"],"corresponding_institution_ids":["https://openalex.org/I32038505","https://openalex.org/I4210152127"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.3193,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.81964839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"20","issue":"S2","first_page":"91","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9812999963760376,"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":0.9812999963760376,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.0031999999191612005,"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"}},{"id":"https://openalex.org/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.0015999999595806003,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/jaccard-index","display_name":"Jaccard index","score":0.8300753831863403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7197384834289551},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.707781195640564},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6409929990768433},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.6195912957191467},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.594440221786499},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.5754849910736084},{"id":"https://openalex.org/keywords/active-contour-model","display_name":"Active contour model","score":0.5634382367134094},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.5473159551620483},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49897217750549316},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48873353004455566},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4638853669166565},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.4604440927505493},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.4199027717113495},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2573974132537842},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24186956882476807},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.24061042070388794},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1364240050315857},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.13098379969596863}],"concepts":[{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.8300753831863403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7197384834289551},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.707781195640564},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6409929990768433},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.6195912957191467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.594440221786499},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.5754849910736084},{"id":"https://openalex.org/C112353826","wikidata":"https://www.wikidata.org/wiki/Q127313","display_name":"Active contour model","level":4,"score":0.5634382367134094},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.5473159551620483},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49897217750549316},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48873353004455566},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4638853669166565},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.4604440927505493},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.4199027717113495},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2573974132537842},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24186956882476807},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.24061042070388794},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1364240050315857},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.13098379969596863},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"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":"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":"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":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","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},{"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":5,"locations":[{"id":"doi:10.1186/s12859-019-2625-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-019-2625-8","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-019-2625-8","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Bioinformatics","raw_type":"journal-article"},{"id":"pmid:30871471","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30871471","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:9256040d6f254b2dab44cd0b2a5e5d46","is_oa":true,"landing_page_url":"https://doaj.org/article/9256040d6f254b2dab44cd0b2a5e5d46","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,"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 Bioinformatics, Vol 20, Iss S2, Pp 87-97 (2019)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5415861","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6419326","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,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6419326","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6419326","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-019-2625-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-019-2625-8","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-019-2625-8","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2596185887","display_name":null,"funder_award_id":"GM103429","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4361981941","display_name":null,"funder_award_id":"P20 GM103429","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6685928274","display_name":null,"funder_award_id":"GM103429","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G7302575904","display_name":null,"funder_award_id":"P20 GM103429","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G8476189470","display_name":null,"funder_award_id":"R01 EB025241","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2921014893.pdf","grobid_xml":"https://content.openalex.org/works/W2921014893.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W211136101","https://openalex.org/W1547714734","https://openalex.org/W1580269359","https://openalex.org/W1965344366","https://openalex.org/W1979393293","https://openalex.org/W1980938760","https://openalex.org/W1995714461","https://openalex.org/W2003834444","https://openalex.org/W2012276822","https://openalex.org/W2023548024","https://openalex.org/W2028140761","https://openalex.org/W2044602433","https://openalex.org/W2063719489","https://openalex.org/W2070578616","https://openalex.org/W2104095591","https://openalex.org/W2112891016","https://openalex.org/W2113790176","https://openalex.org/W2114487471","https://openalex.org/W2122184585","https://openalex.org/W2125581910","https://openalex.org/W2139888281","https://openalex.org/W2141435354","https://openalex.org/W2149184914","https://openalex.org/W2150134853","https://openalex.org/W2163729532","https://openalex.org/W2165734775","https://openalex.org/W2172564019","https://openalex.org/W2214821036","https://openalex.org/W2344048381","https://openalex.org/W2500897438","https://openalex.org/W3142708931","https://openalex.org/W3211330693","https://openalex.org/W6603906065","https://openalex.org/W6680623622"],"related_works":["https://openalex.org/W2953570019","https://openalex.org/W3012828488","https://openalex.org/W3116883888","https://openalex.org/W4367019122","https://openalex.org/W4280645644","https://openalex.org/W4390780630","https://openalex.org/W2766422710","https://openalex.org/W4287631720","https://openalex.org/W3093926553","https://openalex.org/W3109941473"],"abstract_inverted_index":{"BACKGROUND:":[0],"Dermoscopy":[1],"is":[2,25,43,64,81,106],"one":[3],"of":[4,13,33,69,74,158,164,202],"the":[5,26,34,72,118,142,194,200],"common":[6],"and":[7,54,161,186],"effective":[8],"imaging":[9],"techniques":[10],"in":[11,78,182],"diagnosis":[12],"skin":[14,21,35,94,124,139],"cancer,":[15],"especially":[16],"for":[17],"pigmented":[18],"lesions.":[19],"Accurate":[20],"lesion":[22,75,95,125,140],"border":[23,41,96,126],"detection":[24,77,97,127],"key":[27],"to":[28,52,58,192],"extract":[29],"important":[30],"dermoscopic":[31,79],"features":[32,181],"lesion.":[36],"In":[37,83],"current":[38],"clinical":[39],"settings,":[40],"delineation":[42],"performed":[44],"manually":[45],"by":[46,90],"dermatologists.":[47],"Operator":[48],"based":[49,107],"assessments":[50],"lead":[51],"intra-":[53],"inter-observer":[55],"variations":[56],"due":[57],"its":[59],"subjective":[60],"nature.":[61],"Moreover":[62],"it":[63],"a":[65,92,100,109],"tedious":[66],"process.":[67],"Because":[68],"aforementioned":[70],"hurdles,":[71],"automation":[73],"boundary":[76],"images":[80],"necessary.":[82],"this":[84,88],"study,":[85],"we":[86],"address":[87],"problem":[89],"developing":[91],"novel":[93],"method":[98,147],"with":[99,117],"robust":[101],"edge":[102,180],"indicator":[103],"function,":[104],"which":[105],"on":[108,134],"meshless":[110],"method.":[111],"RESULT:":[112],"Our":[113,123],"results":[114,143],"are":[115],"compared":[116],"other":[119,130,152],"image":[120],"segmentation":[121,185],"methods.":[122,132],"algorithm":[128],"outperforms":[129],"state-of-the-art":[131],"Based":[133],"dermatologist":[135],"drawn":[136],"ground":[137],"truth":[138],"borders,":[141],"indicate":[144],"that":[145,170],"our":[146],"generates":[148],"reasonable":[149],"boundaries":[150],"than":[151],"prominent":[153],"methods":[154],"having":[155],"Dice":[156],"score":[157,163],"0.886":[159],"\u00b10.094":[160],"Jaccard":[162],"0.807":[165],"\u00b10.133.":[166],"CONCLUSION:":[167],"We":[168],"prove":[169],"smoothed":[171],"particle":[172],"hydrodynamic":[173],"(SPH)":[174],"kernels":[175],"can":[176,189],"be":[177,190],"used":[178],"as":[179],"active":[183],"contours":[184],"probability":[187],"map":[188],"employed":[191],"avoid":[193],"evolving":[195],"contour":[196],"from":[197],"leaking":[198],"into":[199],"object":[201],"interest.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}
