{"id":"https://openalex.org/W4286247851","doi":"https://doi.org/10.1109/icufn55119.2022.9829699","title":"Learning Based Clinical Diagnosis Framework for Inconsistently and Partially Labeled Dataset","display_name":"Learning Based Clinical Diagnosis Framework for Inconsistently and Partially Labeled Dataset","publication_year":2022,"publication_date":"2022-07-05","ids":{"openalex":"https://openalex.org/W4286247851","doi":"https://doi.org/10.1109/icufn55119.2022.9829699"},"language":"en","primary_location":{"id":"doi:10.1109/icufn55119.2022.9829699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn55119.2022.9829699","pdf_url":null,"source":{"id":"https://openalex.org/S4363608515","display_name":"2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100755687","display_name":"Jae-Wook Jung","orcid":null},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Wook Jung","raw_affiliation_strings":["Pukyong National University,Dept. Intelligent Robot Engineering,Busan,South Korea","Dept. Intelligent Robot Engineering, Pukyong National University, Busan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pukyong National University,Dept. Intelligent Robot Engineering,Busan,South Korea","institution_ids":["https://openalex.org/I8991828"]},{"raw_affiliation_string":"Dept. Intelligent Robot Engineering, Pukyong National University, Busan, South Korea","institution_ids":["https://openalex.org/I8991828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077325971","display_name":"San-Eun Jeon","orcid":null},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"San-Eun Jeon","raw_affiliation_strings":["Pukyong National University,Dept. Intelligent Robot Engineering,Busan,South Korea","Dept. Intelligent Robot Engineering, Pukyong National University, Busan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pukyong National University,Dept. Intelligent Robot Engineering,Busan,South Korea","institution_ids":["https://openalex.org/I8991828"]},{"raw_affiliation_string":"Dept. Intelligent Robot Engineering, Pukyong National University, Busan, South Korea","institution_ids":["https://openalex.org/I8991828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056930352","display_name":"Jun\u2010Pyo Hong","orcid":"https://orcid.org/0000-0001-7478-8513"},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jun-Pyo Hong","raw_affiliation_strings":["Pukyong National University,Dept. Intelligent Robot Engineering,Busan,South Korea","Dept. Intelligent Robot Engineering, Pukyong National University, Busan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pukyong National University,Dept. Intelligent Robot Engineering,Busan,South Korea","institution_ids":["https://openalex.org/I8991828"]},{"raw_affiliation_string":"Dept. Intelligent Robot Engineering, Pukyong National University, Busan, South Korea","institution_ids":["https://openalex.org/I8991828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102416457","display_name":"Ju-Hyeon Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I2801674040","display_name":"Kosin University Gospel Hospital","ror":"https://ror.org/02xkmx604","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801674040"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ju-Hyeon Kim","raw_affiliation_strings":["Kosin University Gospel Hospital,College of Medicine,Dept. of Physical Medicine and Rehabilitation,Busan,South Korea","Dept. of Physical Medicine and Rehabilitation, College of Medicine, Kosin University Gospel Hospital, Busan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kosin University Gospel Hospital,College of Medicine,Dept. of Physical Medicine and Rehabilitation,Busan,South Korea","institution_ids":["https://openalex.org/I2801674040"]},{"raw_affiliation_string":"Dept. of Physical Medicine and Rehabilitation, College of Medicine, Kosin University Gospel Hospital, Busan, South Korea","institution_ids":["https://openalex.org/I2801674040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080410620","display_name":"Yeong-Kyun Bae","orcid":null},"institutions":[{"id":"https://openalex.org/I2801674040","display_name":"Kosin University Gospel Hospital","ror":"https://ror.org/02xkmx604","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801674040"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yeong-Kyun Bae","raw_affiliation_strings":["Kosin University Gospel Hospital,College of Medicine,Dept. of Physical Medicine and Rehabilitation,Busan,South Korea","Dept. of Physical Medicine and Rehabilitation, College of Medicine, Kosin University Gospel Hospital, Busan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kosin University Gospel Hospital,College of Medicine,Dept. of Physical Medicine and Rehabilitation,Busan,South Korea","institution_ids":["https://openalex.org/I2801674040"]},{"raw_affiliation_string":"Dept. of Physical Medicine and Rehabilitation, College of Medicine, Kosin University Gospel Hospital, Busan, South Korea","institution_ids":["https://openalex.org/I2801674040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100405195","display_name":"Jaehyun Lee","orcid":"https://orcid.org/0000-0001-7384-7075"},"institutions":[{"id":"https://openalex.org/I2801674040","display_name":"Kosin University Gospel Hospital","ror":"https://ror.org/02xkmx604","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I2801674040"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Hyun Lee","raw_affiliation_strings":["Kosin University Gospel Hospital,College of Medicine,Dept. of Physical Medicine and Rehabilitation,Busan,South Korea","Dept. of Physical Medicine and Rehabilitation, College of Medicine, Kosin University Gospel Hospital, Busan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kosin University Gospel Hospital,College of Medicine,Dept. of Physical Medicine and Rehabilitation,Busan,South Korea","institution_ids":["https://openalex.org/I2801674040"]},{"raw_affiliation_string":"Dept. of Physical Medicine and Rehabilitation, College of Medicine, Kosin University Gospel Hospital, Busan, South Korea","institution_ids":["https://openalex.org/I2801674040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07302274,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"489","last_page":"493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9819999933242798,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9764000177383423,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8130680322647095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6999889612197876},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6260375380516052},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5130413770675659},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5108089447021484}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8130680322647095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6999889612197876},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6260375380516052},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5130413770675659},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5108089447021484},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/icufn55119.2022.9829699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icufn55119.2022.9829699","pdf_url":null,"source":{"id":"https://openalex.org/S4363608515","display_name":"2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6800000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1972675781","https://openalex.org/W2114689845","https://openalex.org/W2604763608","https://openalex.org/W2886980203","https://openalex.org/W2919910909","https://openalex.org/W2956123709","https://openalex.org/W2976440041","https://openalex.org/W2979302305","https://openalex.org/W2999039416","https://openalex.org/W3092017801","https://openalex.org/W3165750456","https://openalex.org/W4225538600","https://openalex.org/W4293409613","https://openalex.org/W6736057607"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,86],"novel":[4],"deep":[5],"learning":[6,96],"framework":[7,52],"for":[8,69],"autonomous":[9],"clinical":[10,20,44],"diagnosis":[11,38],"by":[12,47,60],"dealing":[13],"with":[14,17],"the":[15,32,50,54,70,74,80,90,94,101,105],"training":[16],"poorly":[18],"labeled":[19,23],"dataset.":[21,45,76],"Partially":[22],"data":[24],"and":[25,41,65,104],"inconsistent":[26,58],"labels":[27,59],"from":[28],"multiple":[29,62],"annotators":[30],"make":[31],"model":[33],"hard":[34],"to":[35,73],"learn":[36],"accurate":[37],"in":[39,85,98],"frequently":[40],"drastically":[42],"updated":[43,75],"Motivated":[46],"such":[48],"difficulties,":[49],"proposed":[51,91],"introduces":[53],"weighted":[55],"combination":[56],"of":[57,100],"considering":[61],"annotators'":[63],"expertise":[64],"adapt":[66],"meta-learning":[67],"approach":[68,92],"quick":[71],"adaptation":[72],"Experimental":[77],"results":[78],"on":[79],"posterior":[81],"pelvic":[82],"tilt":[83],"detection":[84],"squat":[87],"motion":[88],"show":[89],"outperforms":[93],"conventional":[95],"approaches":[97],"terms":[99],"convergence":[102],"speed":[103],"converged":[106],"mean":[107],"squared":[108],"error.":[109]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}