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Evaluation of the Success of Artificial Intelligence Models in Interpreting Arterial Waveform Analysis Data

Recruitingn/aAges 18 Years - anyAllKanuni Sultan Suleyman Training and Research Hosp…
NCT06828575 on ClinicalTrials.gov ↗
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In plain words

What the trial is, and whether it could suit you

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: Can 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? Participants will: Undergo standard hemodynamic monitoring with an arterial waveform analysis device (MostCare). Have their anonymized hemodynamic data analyzed by AI models for abnormality detection, diagnosis suggestions, and treatment recommendations. Have AI-generated results reviewed and validated by experienced anesthesiologists. This study

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📋 Eligibility rules (as published)
Inclusion Criteria: * Age ≥ 18 years * Undergoing elective surgery with arterial waveform monitoring as part of standard perioperative care * Hemodynamic data successfully recorded using the MostCare hemodynamic monitoring system * Able to provide informed consent to participate in the study Exclusion Criteria: * Incomplete or corrupted hemodynamic data (e.g., signal artifacts preventing reliable analysis) * Emergency surgery cases * Patients with severe arrhythmias or hemodynamic instability that might interfere with arterial waveform interpretation * Refusal to participate or withdrawal of consent * Patients with contraindications to arterial catheterization (e.g., coagulopathy, severe peripheral vascular disease)
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What it tests

  • predictions
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Where

1 site
Health Science University İstanbul Kanuni Sultan Süleyman Education and Training Hospital
Istanbul, Turkey (Türkiye)
🤝 Taking part is your choice, and you can leave at any time. Only the trial team can confirm you are eligible — always decide together with your own doctor.
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