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NCT05979883

Randomized Evaluation of Machine Learning Assisted Radiation Treatment Planning vs Standard Radiation Treatment Planning

Completed NA Last updated 26 January 2026
What this trial tests

NA trial testing Machine Learning Assisted Radiation (MLAP) RapidPlan in Cancer Head Neck in 204 participants. Completed in 29 October 2025.

Timeline
7 August 2023
Primary endpoint
29 October 2025
29 October 2025

Quick facts

Lead sponsorMayo Clinic
PhaseNA
StatusCompleted
Study typeINTERVENTIONAL
Allocationrandomized
Designsingle group
Maskingnone
Primary purposetreatment
Enrollment204
Start date7 August 2023
Primary completion29 October 2025
Estimated completion29 October 2025
Sites6 locations across United States

Drugs / interventions tested

Conditions studied

Sponsor

Mayo Clinic

Who can join

18 and older, any sex, with Cancer Head Neck or Cancer, Head. Patients with the condition only — healthy volunteers not accepted.

Sponsor's own description

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.

Publications & conference data

2 peer-reviewed publications reference this trial (live from Europe PMC):

  1. Radiation-Induced Fibrosis (RIF) in Head and Neck Squamous Cell Carcinoma (HNSCC): A Review.
    Muehlebach ME, Pradeep S, Chen X, Arnold L, et al · · 2025 · PMID 41439988 · DOI 10.3390/cells14241969
  2. Beyond Standard Radiotherapy: an AI-Driven Framework for Personalized Radiotherapy with a Four-Step Classification in Head and Neck Squamous Cell Carcinoma (HNSCC) Patients.
    Guo Y, Aboagye EO, Gujral DM. · · 2025 · PMID 41174258 · DOI 10.1007/s11912-025-01730-x

Verify or expand the search:

Other recruiting trials for Cancer Head Neck

Currently open trials in the same condition.

Other Mayo Clinic trials

Trials by the same sponsor.

Verify against primary sources

Data sources for this page

Drug Landscape aggregates and links these public records for informational use only. Always verify against the primary source before clinical or regulatory decisions. Canonical URL: https://druglandscape.com/trial/NCT05979883.

Primary sources · FDA · ClinicalTrials.gov · EMA · SEC EDGAR · ChEMBL · Wikidata · full sourcing