{"id":"https://openalex.org/W4387866244","doi":"https://doi.org/10.3233/shti230738","title":"Challenges in Early Diagnosis of Melanoma Using Tele-Dermatology","display_name":"Challenges in Early Diagnosis of Melanoma Using Tele-Dermatology","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4387866244","doi":"https://doi.org/10.3233/shti230738","pmid":"https://pubmed.ncbi.nlm.nih.gov/37869805"},"language":"en","primary_location":{"id":"doi:10.3233/shti230738","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti230738","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230738","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230738","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093110132","display_name":"Adela-Vasilica Gudiu","orcid":null},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Adela-Vasilica Gudiu","raw_affiliation_strings":["University Politehnica Timisoara, Romania"],"affiliations":[{"raw_affiliation_string":"University Politehnica Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053408953","display_name":"L\u0103cr\u0103mioara Stoicu-Tivadar","orcid":"https://orcid.org/0000-0001-9700-7732"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Lacramioara Stoicu-Tivadar","raw_affiliation_strings":["University Politehnica Timisoara, Romania"],"affiliations":[{"raw_affiliation_string":"University Politehnica Timisoara, Romania","institution_ids":["https://openalex.org/I3122695212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5093110132"],"corresponding_institution_ids":["https://openalex.org/I3122695212"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63826694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"309","issue":null,"first_page":"53","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9811999797821045,"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":0.9811999797821045,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6954257488250732},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5165706872940063},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47851717472076416},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47658154368400574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4748570919036865},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.4511401951313019},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.4304538369178772},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26519471406936646},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1068677008152008}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6954257488250732},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5165706872940063},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47851717472076416},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47658154368400574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4748570919036865},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.4511401951313019},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4304538369178772},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26519471406936646},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1068677008152008},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003880","descriptor_name":"Dermatology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003880","descriptor_name":"Dermatology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003880","descriptor_name":"Dermatology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D013577","descriptor_name":"Syndrome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013577","descriptor_name":"Syndrome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013577","descriptor_name":"Syndrome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"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":2,"locations":[{"id":"doi:10.3233/shti230738","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti230738","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230738","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:37869805","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37869805","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti230738","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti230738","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230738","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387866244.pdf","grobid_xml":"https://content.openalex.org/works/W4387866244.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2022060285","https://openalex.org/W2118169958","https://openalex.org/W2984412793","https://openalex.org/W2988998130","https://openalex.org/W3013898854","https://openalex.org/W3024256214","https://openalex.org/W3081500256","https://openalex.org/W3092185177","https://openalex.org/W3093416133","https://openalex.org/W3118471509","https://openalex.org/W3127243918","https://openalex.org/W3183988223","https://openalex.org/W3193355393","https://openalex.org/W3202621365","https://openalex.org/W3212197959","https://openalex.org/W4309720650","https://openalex.org/W6890300178"],"related_works":["https://openalex.org/W4249377076","https://openalex.org/W4210389441","https://openalex.org/W1910186363","https://openalex.org/W2604451061","https://openalex.org/W2395241803","https://openalex.org/W2003211637","https://openalex.org/W2021488205","https://openalex.org/W2418110971","https://openalex.org/W2806095031","https://openalex.org/W2073770353"],"abstract_inverted_index":{"Numerous":[0],"classification":[1],"systems":[2,9],"have":[3],"been":[4],"developed":[5],"over":[6],"the":[7,49,72,81,84,94,100],"years,":[8],"which":[10,41,47,87],"not":[11,91],"only":[12],"provide":[13],"assistance":[14],"to":[15,30,66,78,117,122,130],"dermatologists,":[16],"but":[17,89],"also":[18],"enable":[19],"individuals,":[20],"especially":[21],"those":[22],"living":[23],"in":[24,70,135],"areas":[25],"with":[26],"low":[27],"medical":[28],"access,":[29],"get":[31],"a":[32,37,43,127,132],"diagnosis.":[33],"In":[34],"this":[35,52],"paper,":[36],"Machine":[38],"Learning":[39],"model,":[40,59],"performs":[42],"binary":[44],"classification,":[45],"and,":[46],"for":[48,106],"remainder":[50],"of":[51,83,96,102],"paper":[53],"will":[54],"be":[55,118,123],"abbreviated":[56],"as":[57,65,75,77],"ML":[58],"is":[60],"trained":[61],"and":[62,99,120],"tested,":[63],"so":[64],"evaluate":[67],"its":[68],"effectiveness":[69],"giving":[71],"right":[73],"diagnosis,":[74],"well":[76],"point":[79],"out":[80],"limitations":[82],"given":[85],"method,":[86],"include,":[88],"are":[90,114],"limited":[92],"to,":[93],"quality":[95],"smartphone":[97],"images,":[98],"lack":[101],"FAIR":[103],"image":[104],"datasets":[105],"model":[107],"training.":[108],"The":[109],"results":[110],"indicate":[111],"that":[112],"there":[113],"many":[115],"measures":[116],"taken":[119],"improvements":[121],"made,":[124],"if":[125],"such":[126],"system":[128],"were":[129],"become":[131],"reliable":[133],"tool":[134],"real-life":[136],"circumstances.":[137]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
