[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"health-study-detail:100649727":3},{"organization":4,"armGroups":7,"interventions":10,"overallOfficials":10,"centralContacts":12,"locations":19,"responsibleParty":39,"collaborators":41,"id":55,"slug":56,"hasResults":57,"nctId":58,"briefTitle":59,"officialTitle":60,"acronym":61,"eligibilityCriteria":62,"healthyVolunteers":57,"sex":63,"minAge":64,"maxAge":10,"enrollmentInfo":65,"targetDuration":10,"studyType":68,"phases":10,"briefSummary":69,"conditions":70,"keywords":10,"overallStatus":22,"whyStopped":10,"lastUpdateSubmitDate":74,"lastUpdatePostDateStruct":75,"startDateStruct":78,"completionDateStruct":80,"leadSponsor":82,"locationsCount":83},{"fullName":5,"class":6},"Centro Cardiologico Monzino","OTHER",[8],{"label":9,"type":10,"description":11,"interventionNames":10},"Prospective Cohort",null,"Consecutive adult patients referred for clinically indicated standard transthoracic echocardiography at seven high-volume echocardiography laboratories will be enrolled. Echocardiographic examinations will be performed according to routine clinical practice by experienced operators. Standard two-dimensional, Doppler, and other clinically indicated measurements required for the diagnostic report will be obtained manually by expert echocardiographers and automatically by the artificial intelligence software (US2.AI). No additional study-specific imaging procedures or follow-up visits are planned.",[13],{"name":14,"role":15,"phone":16,"phoneExt":17,"email":18},"Laura Fusini, MD","CONTACT","0258002909","+39","laura.fusini@cardiologicomonzino.it",[20],{"facility":21,"status":22,"city":23,"state":24,"zip":25,"country":26,"countryCode":27,"cosmosGeoPoint":28,"geoPoint":33,"contacts":34},"Centro Cardiologico Monzino, IRCCS","RECRUITING","Milan","Lombardy","20132","Italy","IT",{"type":29,"coordinates":30},"Point",[31,32],9.18951,45.46427,{"lat":32,"lon":31},[35],{"name":36,"role":15,"phone":37,"phoneExt":17,"email":38},"Chiara Centenaro","0258002031","chiara.centenaro@cardiologicomonzino.it",{"type":40,"investigatorFullName":10,"investigatorTitle":10,"investigatorAffiliation":10,"oldNameTitle":10,"oldOrganization":10},"SPONSOR",[42,44,46,49,51,53],{"name":43,"class":6},"Azienda Ospedaliero Universitaria Policlinico Modena",{"name":45,"class":6},"Universita di Verona",{"name":47,"class":48},"Monaldi Hospital, Napoli, Italy","UNKNOWN",{"name":50,"class":6},"ASST Grande Ospedale Metropolitano Niguarda",{"name":52,"class":48},"Policlinico G . Martino, Messina Italy",{"name":54,"class":48},"Ospedale San Giovanni Evangelista Tivoli","100649727","diagnostic-accuracy-of-a-deep-learning-based-software-for-automated-multiparametric-echocardiographic-measurements-100649727",false,"NCT07738419","Diagnostic Accuracy of a Deep Learning-Based Software for Automated Multiparametric Echocardiographic Measurements","PANECHO: Diagnostic Accuracy of a Deep Learning-Based Artificial Intelligence Software Developed for Automated Multiparametric Echocardiographic Measurements From Echocardiographic Video Images: A Multicenter Study of the Italian Society of Echocardiography and Cardiovascular Imaging (SIECVI)","PANECHO","Inclusion Criteria:\n\n* Adults aged 18 years or older.\n* Undergoing clinically indicated standard transthoracic echocardiography.\n* Adequate echocardiographic image quality for automated and expert analysis.\n* Written informed consent provided prior to study participation.\n\nExclusion Criteria:\n\n* Age \\\u003C18 years.\n* Frequent and\u002For complex cardiac arrhythmias during echocardiographic examination.\n* Suboptimal echocardiographic images.","ALL","18 Years",{"count":66,"type":67},1157,"ESTIMATED","OBSERVATIONAL","Transthoracic echocardiography is an essential imaging modality for the diagnosis and follow-up of cardiovascular diseases. Comprehensive echocardiographic assessment requires multiple quantitative measurements of cardiac structure and function, which are time-consuming and highly dependent on operator expertise. US2.AI (Us2.v1) is an artificial intelligence (deep learning)-based software designed to automatically analyze standard two-dimensional and Doppler echocardiographic DICOM video clips acquired from different ultrasound vendors. The software provides automated measurements of cardiac morphology and function, including chamber dimensions and volumes, left and right ventricular systolic and diastolic function, myocardial strain, and Doppler-derived parameters, generating a comprehensive echocardiographic report based on current international guideline recommendations. In addition, the software may assist in identifying echocardiographic features suggestive of several cardiovascular conditions, including heart failure, pulmonary hypertension, hypertrophic cardiomyopathy, cardiac amyloidosis, valvular heart disease, and ischemic cardiomyopathy.",[71,72,73],"Echocardiography","Artificial Intelligence","Diagnostic Imaging","2026-07-27",{"date":76,"type":77},"2026-07-31","ACTUAL",{"date":79,"type":77},"2026-04-27",{"date":81,"type":67},"2027-01-31",{"name":5,"class":6},1]