[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"health-study-detail:100630488":3},{"organization":4,"armGroups":7,"interventions":17,"overallOfficials":22,"centralContacts":26,"locations":34,"responsibleParty":52,"collaborators":10,"id":54,"slug":55,"hasResults":56,"nctId":57,"briefTitle":58,"officialTitle":58,"acronym":10,"eligibilityCriteria":59,"healthyVolunteers":56,"sex":60,"minAge":61,"maxAge":62,"enrollmentInfo":63,"targetDuration":10,"studyType":66,"phases":10,"briefSummary":67,"conditions":68,"keywords":70,"overallStatus":37,"whyStopped":10,"lastUpdateSubmitDate":75,"lastUpdatePostDateStruct":76,"startDateStruct":79,"completionDateStruct":81,"leadSponsor":83,"locationsCount":84},{"fullName":5,"class":6},"Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University","OTHER",[8,14],{"label":9,"type":10,"description":11,"interventionNames":12},"Benign thyroid nodule",null,"Confirmed by histopathology.",[13],"Other: Histopathology or cytopathology.",{"label":15,"type":10,"description":11,"interventionNames":16},"Malignant thyroid nodule",[13],[18],{"type":6,"name":19,"description":20,"armGroupLabels":21,"otherNames":10},"Histopathology or cytopathology.","This is a observation stufy.",[9,15],[23],{"name":24,"affiliation":5,"role":25},"Jingliang Ruan, Ph.D.","PRINCIPAL_INVESTIGATOR",[27,31],{"name":24,"role":28,"phone":29,"phoneExt":10,"email":30},"CONTACT","+8613694202230","ruanjl3@mail.sysu.edu.cn",{"name":32,"role":28,"phone":33,"phoneExt":10,"email":10},"Xinmin Xiao, B.S.","+8618420058253",[35],{"facility":36,"status":37,"city":38,"state":38,"zip":39,"country":40,"countryCode":41,"cosmosGeoPoint":42,"geoPoint":47,"contacts":48},"No. 33 Yingfeng Road, Haizhu District, Guangzhou City, Guangdong Province, Sun Yat-sen Memorial Hospital","RECRUITING","Guangzhou","510288","China","CN",{"type":43,"coordinates":44},"Point",[45,46],113.25,23.11667,{"lat":46,"lon":45},[49,50],{"name":24,"role":28,"phone":29,"phoneExt":10,"email":30},{"name":32,"role":28,"phone":33,"phoneExt":10,"email":51},"1124507651@qq.com",{"type":53,"investigatorFullName":10,"investigatorTitle":10,"investigatorAffiliation":10,"oldNameTitle":10,"oldOrganization":10},"SPONSOR","100630488","multimodal-assessment-of-malignancy-in-atypia-of-undetermined-significance-in-thyroid-nodules-using-ultrasound-and-cytology-whole-slide-images-100630488",false,"NCT07488325","Multimodal Assessment of Malignancy in Atypia of Undetermined Significance in Thyroid Nodules Using Ultrasound and Cytology Whole-Slide Images","Inclusion Criteria:\n\n* (a) Patients who underwent fine-needle aspiration of thyroid nodules and received a cytological diagnosis of Bethesda Ⅲ.\n* (b) Patients who subsequently underwent thyroid surgery with a definitive histopathological diagnosis of benign or malignant lesions,.\n* (c) Availability of at least one ultrasound image acquired prior to surgery.\n\nExclusion Criteria:\n\n* (a) Patients without confirmation by surgical pathology,.\n* (b) Patients without any available or usable ultrasound images.","ALL","18 Years","80 Years",{"count":64,"type":65},396,"ESTIMATED","OBSERVATIONAL","The prospective study aim to develop a multimodal deep learning model that integrates ultrasound images and cytological whole-slide images for more accurate malignant risk prediction of Bethesda III thyroid nodules.",[69],"Thyroid Nodule",[69,71,72,73,74],"Atypia of Undetermined Significance","Multimodal Deep Learning","Ultrasound","Cytology Whole-Slide Image","2026-03-30",{"date":77,"type":78},"2026-04-01","ACTUAL",{"date":80,"type":78},"2026-03-01",{"date":82,"type":65},"2026-07-15",{"name":5,"class":6},1]