NCT05979883Completed
Randomized Evaluation of Machine Learning Assisted Radiation Treatment Planning vs Standard Radiation Treatment Planning
A Randomized Evaluation of Machine Learning Assisted Radiation Treatment Planning Versus Standard Radiation Treatment Planning
Source: ClinicalTrials.gov · Last updated 26 Jan 2026
Brief summary (registry, in English)
The purpose of this study is to determine the magnitude of clinical benefit achieved through machine learning assisted radiation treatment planning (MLAP) on post-treatment clinical outcomes such as acute toxicity and patient reported outcomes.
- Status (registry)
- Completed
- Study type
- Interventional
- Enrollment
- 204 (actual)
- First submitted
- 31 Jul 2023
- Start date
- 7 Aug 2023
- Primary completion date
- 29 Oct 2025
- Lead sponsor
- Mayo Clinic
- NCT number
- NCT05979883
What you commit to
- Study type: Interventional
- Participants enrolled: 204
- From 7 Aug 2023 to the primary completion date, 29 Oct 2025
- 6 sites in 1 country
- Visits and tests: ask the trial team, the registry does not list them
Built from the registry fields of ClinicalTrials.gov. It describes the study, not your situation.
Who cannot take part
Copied verbatim from ClinicalTrials.gov and grouped by topic. Only the trial team decides who can take part.
Prior treatment
- Prior Head and Neck (H\&N) radiation therapy
- Planned radiation dosing LK\<30 Gy or \>76 Gy
Other
- Incarcerated
- Unable to provide informed consent
Who the study is looking for
- Age ≥ 18 years at time of registration
- Receiving curative intent intensity modulated radiotherapy for head and neck primary cancer at the discretion of the treating medical doctor (MD)
- Provide written informed consent or allow legally authorized representative to consent on behalf of a participant
- Willing to return to enrolling institution for study follow-up visit
Age in the registry: 18 years to - · Sex: All · Does not accept healthy volunteers
Sites (6)
Sites in registry order. Pick your city on the disease page to sort them by distance.
| Site | City | Country | Site status |
|---|---|---|---|
| Mayo Clinic Health System in Albert Lea Coordinator of this site? Confirm its status | Albert Lea | United States | Unknown status |
| Mayo Clinic Health System-Eau Claire Clinic Coordinator of this site? Confirm its status | Eau Claire | United States | Unknown status |
| Mayo Clinic in Florida Coordinator of this site? Confirm its status | Jacksonville | United States | Unknown status |
| Mayo Clinic Health System-Franciscan Healthcare Coordinator of this site? Confirm its status | La Crosse | United States | Unknown status |
| Mayo Clinic Health Systems-Mankato Coordinator of this site? Confirm its status | Mankato | United States | Unknown status |
| Mayo Clinic in Arizona Coordinator of this site? Confirm its status | Scottsdale | United States | Unknown status |
This page is information, not medical advice. Discuss any trial with your doctor.