Actively Recruiting

Age: 18Years - 85Years
All Genders
NCT07261436

Performance Comparison of Large Language Models in TAP Block Ultrasound Interpretation

Led by Kanuni Sultan Suleyman Training and Research Hospital · Updated on 2026-02-04

40

Participants Needed

1

Research Sites

15 weeks

Total Duration

On this page

AI-Summary

What this Trial Is About

The goal of this study is to learn how accurately two artificial intelligence (AI) models, Gemini 2.5 Pro and ChatGPT-5.1, can interpret ultrasound videos of the Transversus Abdominis Plane (TAP) block, a regional anesthesia technique used for pain control after surgery. The main questions this study aims to answer are: How accurately can each AI model identify anatomical structures on TAP block ultrasound videos? Can the AI models correctly evaluate the spread of local anesthetic and determine whether the block is successful? How closely do the AI models' answers match the evaluations of expert anesthesiologists? No additional procedures will be performed on patients. TAP blocks will be done as part of routine clinical care, and the ultrasound videos will be recorded and de-identified. Participants will not need to do anything extra for the study. Experienced anesthesiologists will review the videos and provide expert answers. The AI models will be given the same videos and asked the same questions. A second expert, who does not know which answers came from humans or AI, will compare all responses. The results will help researchers understand whether advanced AI systems can safely support clinicians in interpreting ultrasound-guided regional anesthesia procedures and improve education and decision-making in anesthesia practice.

CONDITIONS

Official Title

Performance Comparison of Large Language Models in TAP Block Ultrasound Interpretation

Who Can Participate

Age: 18Years - 85Years
All Genders

Eligibility Criteria

Eligible

You may qualify if you...

  • Adults aged 18-85 years
  • ASA I-III physical status
  • Undergoing elective surgery with a lateral TAP block performed as part of routine anesthesia care
  • Complete ultrasound-guided block procedure recorded on video
  • Able to provide written informed consent
Not Eligible

You will not qualify if you...

  • Unsuccessful or incomplete TAP block procedure
  • Poor-quality ultrasound video (needle tip or anesthetic spread not visible)
  • Missing demographic or clinical data
  • Withdrawal of consent at any time

AI-Screening

AI-Powered Screening

Complete this quick 3-step screening to check your eligibility

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Trial Site Locations

Total: 1 location

1

Health Science University İstanbul Kanuni Sultan Süleyman Education and Training Hospital

Istanbul, Istanbul, Turkey (Türkiye), 34303

Actively Recruiting

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Research Team

E

Engin ihsan Turan, principal investigator

CONTACT

How is the study designed?

Study Type

OBSERVATIONAL

Masking

N/A

Allocation

N/A

Model

N/A

Primary Purpose

N/A

Number of Arms

0

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