{"id":"https://openalex.org/W4392944241","doi":"https://doi.org/10.1109/iceic61013.2024.10457140","title":"Position Guided Leveraging Vision Transformer for Precise Skin Diagnoses Via Smartphone Imagery","display_name":"Position Guided Leveraging Vision Transformer for Precise Skin Diagnoses Via Smartphone Imagery","publication_year":2024,"publication_date":"2024-01-28","ids":{"openalex":"https://openalex.org/W4392944241","doi":"https://doi.org/10.1109/iceic61013.2024.10457140"},"language":"en","primary_location":{"id":"doi:10.1109/iceic61013.2024.10457140","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iceic61013.2024.10457140","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031983331","display_name":"Ming Fan","orcid":"https://orcid.org/0000-0002-0988-9091"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ming Fan","raw_affiliation_strings":["AIVIS. Inc,Seoul,Korea","AIVIS. Inc, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"AIVIS. Inc,Seoul,Korea","institution_ids":[]},{"raw_affiliation_string":"AIVIS. Inc, Seoul, Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005654711","display_name":"Doyeon Lee","orcid":"https://orcid.org/0000-0002-2195-8520"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"DoYeon Lee","raw_affiliation_strings":["AIVIS. Inc,Seoul,Korea","AIVIS. Inc, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"AIVIS. Inc,Seoul,Korea","institution_ids":[]},{"raw_affiliation_string":"AIVIS. Inc, Seoul, Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060441256","display_name":"Jaehyung Ye","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jaehyung Ye","raw_affiliation_strings":["AIVIS. Inc,Seoul,Korea","AIVIS. Inc, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"AIVIS. Inc,Seoul,Korea","institution_ids":[]},{"raw_affiliation_string":"AIVIS. Inc, Seoul, Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045136977","display_name":"Daehong Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daehong Lee","raw_affiliation_strings":["AIVIS. Inc,Seoul,Korea","AIVIS. Inc, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"AIVIS. Inc,Seoul,Korea","institution_ids":[]},{"raw_affiliation_string":"AIVIS. Inc, Seoul, Korea","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031983331"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05775215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.879800021648407,"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":0.879800021648407,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.789900004863739,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/computer-science","display_name":"Computer science","score":0.6854551434516907},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.6834677457809448},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6394104957580566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5295047760009766},{"id":"https://openalex.org/keywords/position-paper","display_name":"Position paper","score":0.5109311938285828},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5085650682449341},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4593712091445923},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1339782178401947},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11507624387741089},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09800770878791809},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09196817874908447},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.07846435904502869}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6854551434516907},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.6834677457809448},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6394104957580566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5295047760009766},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.5109311938285828},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5085650682449341},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4593712091445923},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1339782178401947},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11507624387741089},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09800770878791809},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09196817874908447},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07846435904502869},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceic61013.2024.10457140","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iceic61013.2024.10457140","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2546850645","https://openalex.org/W2622511758","https://openalex.org/W2921058807","https://openalex.org/W2962134292","https://openalex.org/W2970705168","https://openalex.org/W2970904125","https://openalex.org/W2982083293","https://openalex.org/W4236325002","https://openalex.org/W4293812265","https://openalex.org/W4378716220","https://openalex.org/W4382140203","https://openalex.org/W4385346076","https://openalex.org/W6765401191"],"related_works":["https://openalex.org/W2911039683","https://openalex.org/W2382416307","https://openalex.org/W1966415008","https://openalex.org/W3112644326","https://openalex.org/W4389316227","https://openalex.org/W2204729203","https://openalex.org/W2187575493","https://openalex.org/W2203842767","https://openalex.org/W2389520089","https://openalex.org/W1974854112"],"abstract_inverted_index":{"Skin":[0],"diagnostics":[1],"have":[2],"historically":[3],"relied":[4],"on":[5],"specialized":[6],"equipment,":[7],"making":[8],"assessments":[9],"both":[10],"costly":[11],"and":[12,43,107],"less":[13],"accessible.":[14],"In":[15],"this":[16,47],"paper,":[17],"we":[18,103],"introduce":[19],"a":[20,53,87,134],"novel":[21],"methodology":[22],"that":[23],"utilizes":[24],"smartphone":[25,105],"imagery":[26,106],"in":[27,128],"conjunction":[28],"with":[29,80],"deep":[30],"learning":[31],"techniques":[32],"to":[33,46,86],"diagnose":[34],"various":[35],"precise":[36,58],"skin":[37,108,114,130,140],"conditions":[38],"including":[39],"pores,":[40],"rubeosis,":[41],"wrinkles,":[42],"texture.":[44],"Central":[45],"approach":[48],"is":[49],"the":[50,92,97,123],"implementation":[51],"of":[52,60,99,125],"face-landmark":[54],"detection":[55],"algorithm,":[56],"ensuring":[57],"identification":[59],"specific":[61],"facial":[62],"regions.":[63],"Image":[64],"patches":[65],"extracted":[66],"from":[67,112,117],"these":[68],"identified":[69],"regions":[70],"are":[71],"then":[72],"processed":[73],"using":[74],"our":[75,100,126],"proposed":[76,101],"vision":[77],"transformer":[78],"enhanced":[79],"robust":[81],"positional":[82],"guidance.":[83],"This":[84],"leads":[85],"final":[88],"classifier":[89],"responsible":[90],"for":[91],"diagnostic":[93],"results.":[94],"To":[95],"validate":[96],"performance":[98],"method,":[102],"utilized":[104],"diagnosis":[109],"scores":[110],"derived":[111],"precision":[113],"measurement":[115],"equipment":[116],"848":[118],"participants.":[119],"The":[120],"results":[121],"affirm":[122],"reliability":[124],"method":[127],"assessing":[129],"condition":[131],"severity,":[132],"suggesting":[133],"promising":[135],"shift":[136],"towards":[137],"more":[138],"accessible":[139],"diagnostics.":[141]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}