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AI-Powered Ultra-Low radiation CT could revolutionize kidney stone diagnosis

NCT ID NCT04490343

First seen Jun 17, 2026 · Last updated Jun 21, 2026 · Updated 1 time

Summary

This study tested whether an ultra-low-dose CT scan, combined with a deep-learning AI reconstruction, can accurately detect urinary tract stones. 62 adults with known or suspected kidney stones received both a standard low-dose CT and an additional ultra-low-dose scan (less than 1 mSv). The goal was to see if the AI-enhanced ultra-low-dose method matches the standard scan's accuracy while exposing patients to much less radiation.

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This is a summary of the original study . Summaries may miss details or leave out important information. Before applying or accepting participation, make sure you have read and understood the full study. Curemydisease.com takes no responsibility whatsoever for anything missed, misunderstood, or acted upon as a result of our summary — we know it does not capture everything.

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Contacts and locations

Locations

  • CHU Amiens

    Amiens, 80480, France

What this could mean

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

Active substance

ultra-low dose CT with deep-learning image reconstruction

What this could lead to

If successful, this approach could allow doctors to diagnose kidney stones using much less radiation than standard CT scans.

What could go wrong

This is a small, completed study (62 people) testing a new imaging technique. The AI method may not work as well in all patients or settings, and further validation is needed.

Conditions

The condition(s) this trial relates to.

Renal Colic Urinary Calculi urolithiasis

As listed by the trial registrant

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