[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"health-study-detail:100579767":3},{"organization":4,"armGroups":7,"interventions":8,"overallOfficials":7,"centralContacts":12,"locations":18,"responsibleParty":34,"collaborators":7,"id":38,"slug":39,"hasResults":40,"nctId":41,"briefTitle":42,"officialTitle":42,"acronym":7,"eligibilityCriteria":43,"healthyVolunteers":40,"sex":44,"minAge":45,"maxAge":7,"enrollmentInfo":46,"targetDuration":7,"studyType":49,"phases":7,"briefSummary":50,"conditions":51,"keywords":7,"overallStatus":21,"whyStopped":7,"lastUpdateSubmitDate":53,"lastUpdatePostDateStruct":54,"startDateStruct":57,"completionDateStruct":59,"leadSponsor":61,"locationsCount":62},{"fullName":5,"class":6},"Kanuni Sultan Suleyman Training and Research Hospital","OTHER",null,[9],{"type":6,"name":10,"description":11,"armGroupLabels":7,"otherNames":7},"predictions","predictions of learning language models",[13],{"name":14,"role":15,"phone":16,"phoneExt":7,"email":17},"Engin ihsan Turan, Specialist","CONTACT","05382431114","enginihsan@hotmail.com",[19],{"facility":20,"status":21,"city":22,"state":7,"zip":23,"country":24,"countryCode":7,"cosmosGeoPoint":25,"geoPoint":30,"contacts":31},"Health Science University İstanbul Kanuni Sultan Süleyman Education and Training Hospital","RECRUITING","Istanbul","34303","Turkey (Türkiye)",{"type":26,"coordinates":27},"Point",[28,29],28.94966,41.01384,{"lat":29,"lon":28},[32],{"name":33,"role":15,"phone":16,"phoneExt":7,"email":17},"Engin ihsan Turan",{"type":35,"investigatorFullName":36,"investigatorTitle":37,"investigatorAffiliation":5,"oldNameTitle":7,"oldOrganization":7},"PRINCIPAL_INVESTIGATOR","Engin Ihsan Turan","anesthesiology and reanimation specialist","100579767","evaluation-of-the-success-of-artificial-intelligence-models-in-interpreting-arterial-waveform-analysis-data-100579767",false,"NCT06828575","Evaluation of the Success of Artificial Intelligence Models in Interpreting Arterial Waveform Analysis Data","Inclusion Criteria:\n\n* Age ≥ 18 years\n* Undergoing elective surgery with arterial waveform monitoring as part of standard perioperative care\n* Hemodynamic data successfully recorded using the MostCare hemodynamic monitoring system\n* Able to provide informed consent to participate in the study\n\nExclusion Criteria:\n\n* Incomplete or corrupted hemodynamic data (e.g., signal artifacts preventing reliable analysis)\n* Emergency surgery cases\n* Patients with severe arrhythmias or hemodynamic instability that might interfere with arterial waveform interpretation\n* Refusal to participate or withdrawal of consent\n* Patients with contraindications to arterial catheterization (e.g., coagulopathy, severe peripheral vascular disease)","ALL","18 Years",{"count":47,"type":48},145,"ESTIMATED","OBSERVATIONAL","The goal of this observational study is to evaluate the ability of artificial intelligence (AI) models to interpret arterial waveform analysis data obtained from a hemodynamic monitoring system in adult patients undergoing elective surgery. The main questions it aims to answer are:\n\nCan AI models (ChatGPT-4 and Gemini 2.0) accurately detect hemodynamic abnormalities in arterial waveform data? How well do AI-generated diagnoses align with expert anesthesiologist assessments? Are AI-generated treatment recommendations clinically appropriate?\n\nParticipants will:\n\nUndergo standard hemodynamic monitoring with an arterial waveform analysis device (MostCare).\n\nHave their anonymized hemodynamic data analyzed by AI models for abnormality detection, diagnosis suggestions, and treatment recommendations.\n\nHave AI-generated results reviewed and validated by experienced anesthesiologists.\n\nThis study aims to assess whether AI models can serve as decision-support tools in perioperative and critical care settings by improving the interpretation of complex hemodynamic data, potentially enhancing patient safety, diagnostic accuracy, and clinical efficiency.",[52],"Hemodynamic Instability","2025-03-03",{"date":55,"type":56},"2025-03-04","ACTUAL",{"date":58,"type":56},"2025-02-15",{"date":60,"type":48},"2025-08-16",{"name":5,"class":6},1]