[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"health-study-detail:100623710":3},{"organization":4,"armGroups":7,"interventions":14,"overallOfficials":18,"centralContacts":19,"locations":25,"responsibleParty":43,"collaborators":18,"id":47,"slug":48,"hasResults":49,"nctId":50,"briefTitle":51,"officialTitle":51,"acronym":18,"eligibilityCriteria":52,"healthyVolunteers":53,"sex":54,"minAge":18,"maxAge":18,"enrollmentInfo":55,"targetDuration":18,"studyType":58,"phases":59,"briefSummary":61,"conditions":62,"keywords":67,"overallStatus":72,"whyStopped":18,"lastUpdateSubmitDate":73,"lastUpdatePostDateStruct":74,"startDateStruct":77,"completionDateStruct":79,"leadSponsor":81,"locationsCount":82},{"fullName":5,"class":6},"China National Center for Cardiovascular Diseases","OTHER_GOV",[8],{"label":9,"type":10,"description":11,"interventionNames":12},"AI-Guided Video Feedback Intervention","EXPERIMENTAL","Participants in this study will receive a personalized educational intervention consisting of AI-generated video feedback based on their baseline coronary artery bypass grafting (CABG) surgical videos. The AI model analyzes surgical performance and identifies specific operative steps with lower technical skill scores. Curated video clips highlighting these areas are provided to the surgeons for self-review and reflection. No additional formal training or coaching is given during the one-month intervention period, after which a follow-up surgical video is submitted for re-evaluation.",[13],"Behavioral: AI-Guided Video Feedback Intervention",[15],{"type":16,"name":9,"description":11,"armGroupLabels":17,"otherNames":18},"BEHAVIORAL",[9],null,[20],{"name":21,"role":22,"phone":23,"phoneExt":18,"email":24},"Lihua Zhang Zhang, M.D, Ph.D","CONTACT","13810483387","zhanghaibo@fuwai.com",[26],{"facility":27,"status":18,"city":28,"state":29,"zip":30,"country":31,"countryCode":32,"cosmosGeoPoint":33,"geoPoint":38,"contacts":39},"Fuwai Hospital","Beijing","Beijing Municipality","102300","China","CN",{"type":34,"coordinates":35},"Point",[36,37],116.39723,39.9075,{"lat":37,"lon":36},[40],{"name":21,"role":22,"phone":41,"phoneExt":18,"email":42},"15920826832","leilubi@fuwai.com",{"type":44,"investigatorFullName":45,"investigatorTitle":46,"investigatorAffiliation":5,"oldNameTitle":18,"oldOrganization":18},"PRINCIPAL_INVESTIGATOR","Shengshou Hu","Prof","100623710","ai-generated-video-feedback-to-improve-technical-skills-in-coronary-artery-bypass-grafting-100623710",false,"NCT07400172","AI-Generated Video Feedback to Improve Technical Skills in Coronary Artery Bypass Grafting","Inclusion Criteria:\n\n* Baseline AI-assessed technical performance ranked in the lower 50% within the scoring system in CAMERA study (NCT06739005)\n\nExclusion Criteria:\n\n* Unwilling to attend",true,"ALL",{"count":56,"type":57},100,"ESTIMATED","INTERVENTIONAL",[60],"NA","This study aims to evaluate whether targeted video feedback generated by an artificial intelligence (AI)-based surgical performance assessment model can support improvement in technical skills among cardiac surgeons performing coronary artery bypass grafting (CABG). This is a single-group, self-controlled, pre-post interventional study. Participating surgeons will submit a baseline CABG surgical video, which will be assessed by both an AI model and blinded human expert raters using standardized scoring criteria. Based on the AI assessment, surgeons will receive personalized video feedback highlighting operative steps associated with lower technical performance. After a one-month self-directed review period, a follow-up CABG surgical video will be submitted and evaluated using the same process. Changes in human-rated technical skill scores between baseline and follow-up will be used to assess the potential educational impact of AI-generated video feedback.",[63,64,65,66],"Cardiac","Surgery (Cardiac)","Education","Artificial Intelligence (AI)",[68,69,70,71],"Coronary Artery Bypass Grafting","Surgical Education","Video-Based Feedback","Artificial Intelligence","NOT_YET_RECRUITING","2026-02-03",{"date":75,"type":76},"2026-02-10","ACTUAL",{"date":78,"type":57},"2026-01-31",{"date":80,"type":57},"2026-04-30",{"name":5,"class":6},1]