{"id":"https://openalex.org/W3205077529","doi":"https://doi.org/10.1109/tmi.2021.3120091","title":"Early Melanoma Diagnosis With Sequential Dermoscopic Images","display_name":"Early Melanoma Diagnosis With Sequential Dermoscopic Images","publication_year":2021,"publication_date":"2021-10-15","ids":{"openalex":"https://openalex.org/W3205077529","doi":"https://doi.org/10.1109/tmi.2021.3120091","mag":"3205077529","pmid":"https://pubmed.ncbi.nlm.nih.gov/34648437"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2021.3120091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2021.3120091","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2110.05976","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100619284","display_name":"Zhen Yu","orcid":"https://orcid.org/0000-0001-5210-2672"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhen Yu","raw_affiliation_strings":["Faculty of Medicine, Nursing and Health Sciences, Central Clinical School, Monash University, Clayton, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5210-2672","affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Nursing and Health Sciences, Central Clinical School, Monash University, Clayton, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070832856","display_name":"Jennifer Nguyen","orcid":"https://orcid.org/0000-0001-6988-9555"},"institutions":[{"id":"https://openalex.org/I4210163178","display_name":"Alfred Health","ror":"https://ror.org/04scfb908","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210163178"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jennifer Nguyen","raw_affiliation_strings":["Victorian Melanoma Service, Alfred Health, Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Victorian Melanoma Service, Alfred Health, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I4210163178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041230331","display_name":"Toan D. Nguyen","orcid":"https://orcid.org/0000-0001-6192-8601"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Toan D. Nguyen","raw_affiliation_strings":["eResearch Centre, Monash University, Clayton, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6192-8601","affiliations":[{"raw_affiliation_string":"eResearch Centre, Monash University, Clayton, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112569797","display_name":"John Kelly","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163178","display_name":"Alfred Health","ror":"https://ror.org/04scfb908","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210163178"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"John Kelly","raw_affiliation_strings":["Victorian Melanoma Service, Alfred Health, Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Victorian Melanoma Service, Alfred Health, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I4210163178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054461576","display_name":"Catriona McLean","orcid":"https://orcid.org/0000-0002-0302-5727"},"institutions":[{"id":"https://openalex.org/I4210163178","display_name":"Alfred Health","ror":"https://ror.org/04scfb908","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210163178"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Catriona Mclean","raw_affiliation_strings":["Victorian Melanoma Service, Alfred Health, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0302-5727","affiliations":[{"raw_affiliation_string":"Victorian Melanoma Service, Alfred Health, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I4210163178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085130682","display_name":"C. Paul Bonnington","orcid":"https://orcid.org/0000-0002-9171-6949"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Paul Bonnington","raw_affiliation_strings":["eResearch Centre, Monash University, Clayton, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9171-6949","affiliations":[{"raw_affiliation_string":"eResearch Centre, Monash University, Clayton, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100434028","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0003-2343-084X"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]},{"id":"https://openalex.org/I4210099671","display_name":"Melbourne Sexual Health Centre","ror":"https://ror.org/013fdz725","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210099671","https://openalex.org/I4210163178"]},{"id":"https://openalex.org/I4210163178","display_name":"Alfred Health","ror":"https://ror.org/04scfb908","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210163178"]},{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]},{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia","China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi&#x2019;an Jiaotong University Health Science Center, Xi&#x2019;an, China","Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China","Faculty of Medicine, Nursing and Health Sciences, Central Clinical School, Monash University, Clayton, VIC, Australia","China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi&#x2019","an Jiaotong University Health Science Center, Xi&#x2019","an, China"],"raw_orcid":"https://orcid.org/0000-0003-2343-084X","affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I4210099671","https://openalex.org/I4210163178"]},{"raw_affiliation_string":"China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi&#x2019;an Jiaotong University Health Science Center, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"Faculty of Medicine, Nursing and Health Sciences, Central Clinical School, Monash University, Clayton, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi&#x2019","institution_ids":[]},{"raw_affiliation_string":"an Jiaotong University Health Science Center, Xi&#x2019","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054196193","display_name":"Victoria Mar","orcid":"https://orcid.org/0000-0001-9423-3435"},"institutions":[{"id":"https://openalex.org/I4210163178","display_name":"Alfred Health","ror":"https://ror.org/04scfb908","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210163178"]},{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Victoria Mar","raw_affiliation_strings":["School of Public Health and Preventive Medicine, Monash University, Clayton, VIC, Australia","Victorian Melanoma Service, Alfred Health, Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Health and Preventive Medicine, Monash University, Clayton, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Victorian Melanoma Service, Alfred Health, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I4210163178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005014252","display_name":"Zongyuan Ge","orcid":"https://orcid.org/0000-0002-5880-8673"},"institutions":[{"id":"https://openalex.org/I2801350665","display_name":"Monash Medical Centre","ror":"https://ror.org/036s9kg65","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I2801350665","https://openalex.org/I4210121067"]},{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zongyuan Ge","raw_affiliation_strings":["eResearch Centre, and the Monash Medical AI and Monash-Airdoc Research Centre, Monash University, Clayton, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5880-8673","affiliations":[{"raw_affiliation_string":"eResearch Centre, and the Monash Medical AI and Monash-Airdoc Research Centre, Monash University, Clayton, VIC, Australia","institution_ids":["https://openalex.org/I2801350665","https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4871,"has_fulltext":false,"cited_by_count":74,"citation_normalized_percentile":{"value":0.95237153,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"41","issue":"3","first_page":"633","last_page":"646"},"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":0.9749000072479248,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9724000096321106,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.6201704144477844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5700415372848511},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.48771747946739197},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.46795356273651123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4240020215511322},{"id":"https://openalex.org/keywords/diagnostic-accuracy","display_name":"Diagnostic accuracy","score":0.4107248783111572},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38680392503738403},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3828093409538269},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.17959755659103394}],"concepts":[{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.6201704144477844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5700415372848511},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.48771747946739197},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.46795356273651123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4240020215511322},{"id":"https://openalex.org/C3020132585","wikidata":"https://www.wikidata.org/wiki/Q2671652","display_name":"Diagnostic accuracy","level":2,"score":0.4107248783111572},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38680392503738403},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3828093409538269},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.17959755659103394},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","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":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"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":3,"locations":[{"id":"doi:10.1109/tmi.2021.3120091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2021.3120091","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:34648437","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34648437","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 transactions on medical imaging","raw_type":null},{"id":"pmh:oai:arXiv.org:2110.05976","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2110.05976","pdf_url":"https://arxiv.org/pdf/2110.05976","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2110.05976","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2110.05976","pdf_url":"https://arxiv.org/pdf/2110.05976","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G6714371955","display_name":null,"funder_award_id":"81950410639","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7742388951","display_name":"Centre of Research Excellence in Melanoma: Person, tumour and system-focussed knowledge to drive better outcomes in melanoma","funder_award_id":"1135285","funder_id":"https://openalex.org/F4320334705","funder_display_name":"National Health and Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334705","display_name":"National Health and Medical Research Council","ror":"https://ror.org/011kf5r70"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W1601044666","https://openalex.org/W1923404803","https://openalex.org/W1963543311","https://openalex.org/W1966855663","https://openalex.org/W1970289120","https://openalex.org/W1979820527","https://openalex.org/W2001378671","https://openalex.org/W2008616879","https://openalex.org/W2021002036","https://openalex.org/W2046558035","https://openalex.org/W2048710758","https://openalex.org/W2094418697","https://openalex.org/W2112613264","https://openalex.org/W2140139548","https://openalex.org/W2147555557","https://openalex.org/W2150780222","https://openalex.org/W2156303437","https://openalex.org/W2166664821","https://openalex.org/W2194775991","https://openalex.org/W2235034809","https://openalex.org/W2342662179","https://openalex.org/W2507009361","https://openalex.org/W2560653827","https://openalex.org/W2564782580","https://openalex.org/W2581082771","https://openalex.org/W2596994789","https://openalex.org/W2599956891","https://openalex.org/W2751686900","https://openalex.org/W2753863096","https://openalex.org/W2757940437","https://openalex.org/W2787501667","https://openalex.org/W2794825826","https://openalex.org/W2796862521","https://openalex.org/W2797527544","https://openalex.org/W2802800499","https://openalex.org/W2808402517","https://openalex.org/W2883429621","https://openalex.org/W2883603666","https://openalex.org/W2883713833","https://openalex.org/W2888032088","https://openalex.org/W2888442043","https://openalex.org/W2899424778","https://openalex.org/W2903060508","https://openalex.org/W2910567234","https://openalex.org/W2918257301","https://openalex.org/W2919115771","https://openalex.org/W2922510944","https://openalex.org/W2937742783","https://openalex.org/W2963059730","https://openalex.org/W2963155035","https://openalex.org/W2963403868","https://openalex.org/W2963946669","https://openalex.org/W2964059111","https://openalex.org/W2964191259","https://openalex.org/W2967473922","https://openalex.org/W2968600287","https://openalex.org/W2993658318","https://openalex.org/W2994927236","https://openalex.org/W2996318164","https://openalex.org/W3000396219","https://openalex.org/W3006349040","https://openalex.org/W3011885901","https://openalex.org/W3015390149","https://openalex.org/W3025011581","https://openalex.org/W3036298167","https://openalex.org/W3099345398","https://openalex.org/W3099561884","https://openalex.org/W3102785203","https://openalex.org/W3105070630","https://openalex.org/W3105082150","https://openalex.org/W3110314651","https://openalex.org/W4210992847","https://openalex.org/W4287997587","https://openalex.org/W4306369316","https://openalex.org/W6682864246","https://openalex.org/W6730805720","https://openalex.org/W6739901393","https://openalex.org/W6747943641","https://openalex.org/W6753553560","https://openalex.org/W6770883679","https://openalex.org/W6771084760","https://openalex.org/W6846221585"],"related_works":["https://openalex.org/W1991879524","https://openalex.org/W2171435634","https://openalex.org/W2066581032","https://openalex.org/W2079364398","https://openalex.org/W2079772486","https://openalex.org/W4248678482","https://openalex.org/W2124622370","https://openalex.org/W2468522164","https://openalex.org/W4220823109","https://openalex.org/W3129818825"],"abstract_inverted_index":{"Dermatologists":[0],"often":[1],"diagnose":[2],"or":[3],"rule":[4],"out":[5],"early":[6,21,55,122,245],"melanoma":[7,22,56,199,204],"by":[8,90],"evaluating":[9],"the":[10,33,86,95,106,114,154,166,208,234,244],"follow-up":[11,210],"dermoscopic":[12,60,76,107,140],"images":[13,29,77,112,133],"of":[14,30,37,78,129,169,174,198,203,229,247],"skin":[15,79],"lesions.":[16,31],"However,":[17],"existing":[18],"algorithms":[19],"for":[20,53,131],"diagnosis":[23,57,123,197],"are":[24,226],"developed":[25],"using":[26,58,81],"single":[27],"time-point":[28],"Ignoring":[32],"temporal,":[34],"morphological":[35],"changes":[36,108],"lesions":[38,80,224],"can":[39,218],"lead":[40],"to":[41,104,125,146,221],"misdiagnosis":[42],"in":[43,69,233,243],"borderline":[44],"cases.":[45],"In":[46],"this":[47,63],"study,":[48],"we":[49,65,73,119],"propose":[50,100],"a":[51,101],"framework":[52],"automated":[54],"sequential":[59,75],"images.":[61,117],"To":[62],"end,":[64],"construct":[66],"our":[67,148,170,216],"method":[68],"three":[70],"steps.":[71],"First,":[72],"align":[74],"estimated":[82],"Euclidean":[83],"transformations,":[84],"extract":[85],"lesion":[87,111,132],"growth":[88],"region":[89],"computing":[91],"image":[92],"differences":[93],"among":[94],"consecutive":[96],"images,":[97],"and":[98,113,178,193,237],"then":[99],"spatio-temporal":[102],"network":[103],"capture":[105],"from":[109,143],"aligned":[110],"corresponding":[115],"difference":[116],"Finally,":[118],"develop":[120],"an":[121,195],"module":[124],"compute":[126],"probability":[127],"scores":[128],"malignancy":[130],"over":[134],"time.":[135],"We":[136,163],"collected":[137],"179":[138],"serial":[139],"imaging":[141],"data":[142],"122":[144],"patients":[145],"verify":[147],"method.":[149],"Extensive":[150],"experiments":[151],"show":[152],"that":[153,215,225],"proposed":[155],"model":[156,171,182,217],"outperforms":[157],"other":[158],"commonly":[159],"used":[160,220],"sequence":[161],"models.":[162],"also":[164],"compared":[165],"diagnostic":[167,185],"results":[168,213],"with":[172],"those":[173],"seven":[175],"experienced":[176],"dermatologists":[177],"five":[179],"registrars.":[180],"Our":[181],"achieved":[183],"higher":[184],"accuracy":[186],"than":[187],"clinicians":[188],"(63.69%":[189],"vs.":[190,201],"54.33%,":[191],"respectively)":[192],"provided":[194],"earlier":[196,232],"(60.7%":[200],"32.7%":[202],"correctly":[205],"diagnosed":[206],"on":[207],"first":[209],"images).":[211],"These":[212],"demonstrate":[214],"be":[219],"identify":[222],"melanocytic":[223],"at":[227],"high-risk":[228],"malignant":[230],"transformation":[231],"disease":[235],"process":[236],"thereby":[238],"redefine":[239],"what":[240],"is":[241],"possible":[242],"detection":[246],"melanoma.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":7}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
