AI reads ultrasound videos to predict blood volume

NCT ID NCT06957587

Recruiting now Knowledge-focused Sponsor: Shanghai 6th People's Hospital Source: ClinicalTrials.gov ↗

First seen Jun 25, 2026 · Last updated Jun 27, 2026 · Updated 1 time

Summary

This study aims to develop an AI model that estimates a patient's blood volume from ultrasound videos of major blood vessels. Researchers will record ultrasound clips from 800 adults scheduled for surgery and compare them to a reliable blood volume measurement. The goal is to create a non-invasive tool that could improve fluid management during surgery.

What this could mean

Our plain-language read of the trial. This is informational only — not medical advice or a prediction.

What this could lead to: If successful, this could lead to a quick, non-invasive way to measure blood volume before surgery, helping doctors manage fluids more precisely.
What could go wrong: This is an early observational study, not a treatment trial. The AI model may not work accurately in all patients, and results need validation before clinical use.

This is an AI summary of the original study and may miss details. Read our disclaimer.

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As listed by the trial registrant

The condition terms exactly as the trial's registrant entered them.

BLOOD VOLUME ANALYSIS MACHINE LEARNING ULTRASOUND

Contacts and locations

Locations

Shanghai Jiao Tong University Affiliated Sixth People's Hospital
NOT_YET_RECRUITING

Shanghai, Shanghai Municipality, 200235, China
Shanghai Jiao Tong University Affiliated Sixth People's Hospital
RECRUITING

Shanghai, Shanghai Municipality, 200235, China

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