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AI could speed up radiation planning by automatically mapping healthy tissues

NCT ID NCT06200116

Recruiting now Knowledge-focused Sponsor: Mayo Clinic Source: ClinicalTrials.gov ↗

First seen Jul 08, 2026 · Last updated Jul 09, 2026 · Updated 1 time

Summary

This study evaluates an artificial intelligence algorithm designed to automatically outline normal organs on CT scans used for radiation therapy planning. Researchers want to see how often the AI's outlines need no, minor, or major changes by clinicians. The study involves 200 radiation therapy staff at Mayo Clinic locations who regularly perform this segmentation task. If the AI performs well, it could save time and improve consistency in treatment planning.

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 AI tool could make radiation treatment planning faster and more consistent, reducing manual work for clinicians.
What could go wrong
This is an observational study measuring user feedback, not patient outcomes. The AI may still require significant manual adjustments in practice.

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

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Conditions

The condition(s) this trial relates to.

cancer hematopoietic and lymphoid system neoplasm

As listed by the trial registrant

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

HEMATOPOIETIC AND LYMPHATIC SYSTEM NEOPLASM MALIGNANT SOLID NEOPLASM

Contacts and locations

Study contacts

  • Contact

    Phone: •••-•••-•••• Email: •••••@•••••

Locations

  • Mayo Clinic Health System in Albert Lea

    RECRUITING

    Albert Lea, Minnesota, 56007, United States

    Contact Phone: •••-•••-•••• Email: •••••@•••••

    Contact

  • Mayo Clinic Health System-Eau Claire Clinic

    RECRUITING

    Eau Claire, Wisconsin, 54701, United States

    Contact Phone: •••-•••-•••• Email: •••••@•••••

    Contact

  • Mayo Clinic Health System-Franciscan Healthcare

    RECRUITING

    La Crosse, Wisconsin, 54601, United States

    Contact

    Contact Phone: •••-•••-•••• Email: •••••@•••••

  • Mayo Clinic Health Systems-Mankato

    RECRUITING

    Mankato, Minnesota, 56001, United States

    Contact Phone: •••-•••-•••• Email: •••••@•••••

    Contact

  • Mayo Clinic in Arizona

    RECRUITING

    Scottsdale, Arizona, 85259, United States

    Contact

    Contact Phone: •••-•••-•••• Email: •••••@•••••

  • Mayo Clinic in Florida

    RECRUITING

    Jacksonville, Florida, 32224-9980, United States

    Contact

    Contact Phone: •••-•••-•••• Email: •••••@•••••

  • Mayo Clinic in Rochester

    RECRUITING

    Rochester, Minnesota, 55905, United States

    Contact Phone: •••-•••-•••• Email: •••••@•••••

    Contact

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