{"id":"https://openalex.org/W4403182283","doi":"https://doi.org/10.1109/tce.2024.3474911","title":"An Edge\u2013Cloud Collaborative Scalp Inspection System Based on Robust Representation Learning","display_name":"An Edge\u2013Cloud Collaborative Scalp Inspection System Based on Robust Representation Learning","publication_year":2024,"publication_date":"2024-10-07","ids":{"openalex":"https://openalex.org/W4403182283","doi":"https://doi.org/10.1109/tce.2024.3474911"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3474911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3474911","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-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/A5111355577","display_name":"Sin-Ye Jhong","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Sin-Ye Jhong","raw_affiliation_strings":["Department of Engineering Science, National Cheng Kung University, Tainan City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Science, National Cheng Kung University, Tainan City, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111355578","display_name":"Guan-Ting Li","orcid":null},"institutions":[{"id":"https://openalex.org/I75430998","display_name":"National Ilan University","ror":"https://ror.org/01npf0s58","country_code":"TW","type":"education","lineage":["https://openalex.org/I75430998"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Guan-Ting Li","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Ilan University, Yilan City, Taiwan","Department of Computer Science and Information Engineering, National Ilan University, Yilan County, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Ilan University, Yilan City, Taiwan","institution_ids":["https://openalex.org/I75430998"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Ilan University, Yilan County, Taiwan","institution_ids":["https://openalex.org/I75430998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070037368","display_name":"Chih\u2010Hsien Hsia","orcid":"https://orcid.org/0000-0003-2665-0821"},"institutions":[{"id":"https://openalex.org/I75430998","display_name":"National Ilan University","ror":"https://ror.org/01npf0s58","country_code":"TW","type":"education","lineage":["https://openalex.org/I75430998"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Hsien Hsia","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Ilan University, Yilan City, Taiwan","Department of Computer Science and Information Engineering, National Ilan University, Yilan County, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Ilan University, Yilan City, Taiwan","institution_ids":["https://openalex.org/I75430998"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Ilan University, Yilan County, Taiwan","institution_ids":["https://openalex.org/I75430998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111355577"],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2387944,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"71","issue":"1","first_page":"1551","last_page":"1562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.8970000147819519,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.8970000147819519,"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/cloud-computing","display_name":"Cloud computing","score":0.6970392465591431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6233853697776794},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.49703124165534973},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4767549932003021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45533010363578796},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4101382791996002},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3248751759529114},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2080458104610443}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6970392465591431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6233853697776794},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.49703124165534973},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4767549932003021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45533010363578796},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4101382791996002},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3248751759529114},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2080458104610443},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3474911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3474911","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G378617547","display_name":null,"funder_award_id":"NSTC 111-2221-E-197-020-MY3","funder_id":"https://openalex.org/F4320331164","funder_display_name":"National Science and Technology Council"},{"id":"https://openalex.org/G7712966748","display_name":null,"funder_award_id":"MOST 111-2221-E-197-020-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W153185079","https://openalex.org/W1987521494","https://openalex.org/W1988219401","https://openalex.org/W2034970087","https://openalex.org/W2138621090","https://openalex.org/W2157231989","https://openalex.org/W2599952541","https://openalex.org/W2797952247","https://openalex.org/W2803710604","https://openalex.org/W2911734817","https://openalex.org/W2942140333","https://openalex.org/W2992308087","https://openalex.org/W3044748875","https://openalex.org/W3135906755","https://openalex.org/W4226428313","https://openalex.org/W4291972732","https://openalex.org/W4293812074","https://openalex.org/W4294068600","https://openalex.org/W4295934507","https://openalex.org/W4306385799","https://openalex.org/W4307111153","https://openalex.org/W4312244159","https://openalex.org/W4317904858","https://openalex.org/W4319586692","https://openalex.org/W4324116446","https://openalex.org/W4324149350","https://openalex.org/W4386918758","https://openalex.org/W4387010747","https://openalex.org/W4387225950","https://openalex.org/W4392014551","https://openalex.org/W4392173061","https://openalex.org/W6637373629","https://openalex.org/W6687400500","https://openalex.org/W6743428213","https://openalex.org/W6747899497","https://openalex.org/W6776700526","https://openalex.org/W6780178746","https://openalex.org/W6785494106","https://openalex.org/W6786637698","https://openalex.org/W6788125050","https://openalex.org/W6803227292","https://openalex.org/W6804111167","https://openalex.org/W6840003793","https://openalex.org/W6850216576","https://openalex.org/W6850568775","https://openalex.org/W6855822858"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"In":[0],"personal":[1],"healthcare,":[2],"scalp":[3,20,41,53,123,146],"health":[4,54,147],"is":[5],"often":[6],"overlooked":[7],"despite":[8],"its":[9],"critical":[10],"role":[11],"in":[12,27,145],"systemic":[13],"health.":[14],"Traditional":[15],"manual":[16],"diagnostic":[17],"methods":[18],"for":[19,128],"conditions":[21],"are":[22],"invasive":[23],"and":[24,29,51,71,79,89,97,103,112,119],"subjective,":[25],"resulting":[26],"variability":[28],"discomfort.":[30],"This":[31],"paper":[32],"introduces":[33],"the":[34,106,132],"first":[35],"Internet":[36],"of":[37],"Things":[38],"(IoT)-based":[39],"intelligent":[40],"inspection":[42],"system":[43,60,108],"leveraging":[44],"edge-cloud":[45],"collaborative":[46],"computing":[47],"to":[48,93,137],"provide":[49],"autonomous":[50],"real-time":[52,116],"analysis":[55],"using":[56],"videocapillaroscope":[57],"images.":[58],"The":[59,121],"incorporates":[61],"a":[62,142],"new":[63,143],"data":[64,76,117],"augmentation":[65],"strategy,":[66],"Curriculum":[67],"Enhanced":[68],"Localizable":[69],"Swap":[70],"Rotation":[72],"(CE-LoSwRot),":[73],"which":[74],"mitigates":[75],"imbalance":[77],"issues,":[78],"robust":[80],"representation":[81,96],"learning":[82],"through":[83],"Modified":[84],"Balanced":[85],"Contrastive":[86],"Learning":[87],"(M-BCL)":[88],"Test-Time":[90],"Adaptation":[91],"(TTA)":[92],"enhance":[94],"feature":[95],"model":[98],"adaptability.":[99],"By":[100],"integrating":[101],"edge":[102],"cloud":[104],"computing,":[105],"proposed":[107],"reduces":[109],"network":[110],"latency":[111],"congestion":[113],"while":[114],"ensuring":[115],"processing":[118],"analysis.":[120],"comprehensive":[122],"problem":[124],"classification":[125],"dataset":[126],"collected":[127],"this":[129],"study":[130],"demonstrates":[131],"system\u2019s":[133],"superior":[134],"performance":[135],"compared":[136],"existing":[138],"state-of-the-art":[139],"methods,":[140],"establishing":[141],"benchmark":[144],"diagnostics.":[148]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}