{"id":"https://openalex.org/W4408200862","doi":"https://doi.org/10.1109/cisp-bmei64163.2024.10906170","title":"STMAD:A Simple Multimodal Anomaly Detection for Thyroid Medical Information","display_name":"STMAD:A Simple Multimodal Anomaly Detection for Thyroid Medical Information","publication_year":2024,"publication_date":"2024-10-26","ids":{"openalex":"https://openalex.org/W4408200862","doi":"https://doi.org/10.1109/cisp-bmei64163.2024.10906170"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei64163.2024.10906170","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei64163.2024.10906170","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","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/A5034264593","display_name":"W. Xu","orcid":"https://orcid.org/0000-0002-8355-0096"},"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wentong Xu","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Zhengzhou University,Zhengzhou,China,450001"],"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Zhengzhou University,Zhengzhou,China,450001","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008498958","display_name":"Chao Fu","orcid":"https://orcid.org/0000-0002-3644-1671"},"institutions":[{"id":"https://openalex.org/I4210156804","display_name":"First Affiliated Hospital of Zhengzhou University","ror":"https://ror.org/056swr059","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156804"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Fu","raw_affiliation_strings":["First Affiliated Hospital of Zhengzhou University,Department of Ultrasound,Zhengzhou,Henan,China,450052"],"affiliations":[{"raw_affiliation_string":"First Affiliated Hospital of Zhengzhou University,Department of Ultrasound,Zhengzhou,Henan,China,450052","institution_ids":["https://openalex.org/I4210156804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053811100","display_name":"Jing Yu","orcid":"https://orcid.org/0000-0002-2660-9813"},"institutions":[{"id":"https://openalex.org/I4210156804","display_name":"First Affiliated Hospital of Zhengzhou University","ror":"https://ror.org/056swr059","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156804"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Yu","raw_affiliation_strings":["First Affiliated Hospital of Zhengzhou University,Department of Ultrasound,Zhengzhou,Henan,China,450052"],"affiliations":[{"raw_affiliation_string":"First Affiliated Hospital of Zhengzhou University,Department of Ultrasound,Zhengzhou,Henan,China,450052","institution_ids":["https://openalex.org/I4210156804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078081343","display_name":"Caifeng Si","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156804","display_name":"First Affiliated Hospital of Zhengzhou University","ror":"https://ror.org/056swr059","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156804"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caifeng Si","raw_affiliation_strings":["First Affiliated Hospital of Zhengzhou University,Department of Ultrasound,Zhengzhou,Henan,China,450052"],"affiliations":[{"raw_affiliation_string":"First Affiliated Hospital of Zhengzhou University,Department of Ultrasound,Zhengzhou,Henan,China,450052","institution_ids":["https://openalex.org/I4210156804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113872743","display_name":"Zuoyong Li","orcid":null},"institutions":[{"id":"https://openalex.org/I354108","display_name":"Minjiang University","ror":"https://ror.org/00s7tkw17","country_code":"CN","type":"education","lineage":["https://openalex.org/I354108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuoyong Li","raw_affiliation_strings":["School of Computer and Big Data, Minjiang University,Fujian Provincial Key Laboratory of Information Processing and Intelligent Control,Fuzhou,China,350121"],"affiliations":[{"raw_affiliation_string":"School of Computer and Big Data, Minjiang University,Fujian Provincial Key Laboratory of Information Processing and Intelligent Control,Fuzhou,China,350121","institution_ids":["https://openalex.org/I354108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029384881","display_name":"Chaochao Li","orcid":"https://orcid.org/0000-0001-9694-832X"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaochao Li","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Zhengzhou University,Zhengzhou,China,450001"],"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Zhengzhou University,Zhengzhou,China,450001","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005638593","display_name":"Haoyi Fan","orcid":"https://orcid.org/0000-0001-9428-7812"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyi Fan","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Zhengzhou University,Zhengzhou,China,450001"],"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Zhengzhou University,Zhengzhou,China,450001","institution_ids":["https://openalex.org/I38877650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5034264593"],"corresponding_institution_ids":["https://openalex.org/I38877650"],"apc_list":null,"apc_paid":null,"fwci":0.3626,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71349954,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9535999894142151,"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/T10028","display_name":"Topic Modeling","score":0.9535999894142151,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6547071933746338},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6190717220306396},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.6056293249130249},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4764059782028198},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42645081877708435},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05932927131652832},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.05428174138069153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6547071933746338},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6190717220306396},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6056293249130249},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4764059782028198},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42645081877708435},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05932927131652832},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.05428174138069153},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei64163.2024.10906170","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei64163.2024.10906170","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2626312329","https://openalex.org/W2777186991","https://openalex.org/W2901195473","https://openalex.org/W2911869688","https://openalex.org/W2963045681","https://openalex.org/W2995942064","https://openalex.org/W2996367417","https://openalex.org/W3025576489","https://openalex.org/W3083622693","https://openalex.org/W3086928989","https://openalex.org/W3112221804","https://openalex.org/W3129972357","https://openalex.org/W3163893137","https://openalex.org/W3166166117","https://openalex.org/W3174025757","https://openalex.org/W3175238080","https://openalex.org/W3175716777","https://openalex.org/W3203598078","https://openalex.org/W3212044949","https://openalex.org/W4220660991","https://openalex.org/W4242175757","https://openalex.org/W4295746342","https://openalex.org/W4308235797","https://openalex.org/W4386590740","https://openalex.org/W4387211275","https://openalex.org/W6751494907","https://openalex.org/W6784838523","https://openalex.org/W6789731502","https://openalex.org/W6792439368","https://openalex.org/W6800924492","https://openalex.org/W6802573413"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":{"Anomaly":[0],"detection":[1,31],"has":[2],"been":[3],"widely":[4],"explored":[5],"by":[6],"training":[7],"an":[8],"out-of-distribution":[9],"detector":[10],"with":[11,37],"only":[12],"normal":[13],"data.":[14],"Medical":[15],"image":[16,81],"analysis,":[17],"as":[18],"a":[19,71,90],"common":[20],"tool,":[21],"faces":[22],"the":[23,30,38,46,54,94],"challenge":[24],"of":[25,40,56,98],"how":[26],"to":[27,103],"further":[28],"enhance":[29],"performance":[32],"for":[33,62,83],"thyroid":[34,63,84],"cancer,":[35],"especially":[36],"application":[39],"various":[41],"deep":[42],"learning":[43],"methods":[44],"in":[45],"thyroid-related":[47],"field.":[48],"In":[49],"this":[50],"paper,":[51],"we":[52,69],"validate":[53],"effectiveness":[55,95],"sonographic":[57],"feature":[58],"descriptions":[59],"(textual":[60],"information)":[61],"cancer":[64,85],"diagnosis.":[65],"Building":[66],"on":[67,89],"this,":[68],"propose":[70],"simple":[72],"multimodal":[73],"self-supervised":[74],"framework":[75],"that":[76],"leverages":[77],"both":[78],"textual":[79],"and":[80,96],"modalities":[82],"anomaly":[86],"detection.":[87],"Results":[88],"private":[91],"dataset":[92],"demonstrate":[93],"superiority":[97],"our":[99],"proposed":[100],"method":[101],"compared":[102],"advanced":[104],"methods.":[105]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}