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NCT05979883
Randomized Evaluation of Machine Learning Assisted Radiation Treatment Planning vs Standard Radiation Treatment Planning
NA trial testing Machine Learning Assisted Radiation (MLAP) RapidPlan in Cancer Head Neck in 204 participants. Completed in 29 October 2025.
29 October 2025
Quick facts
| Lead sponsor | Mayo Clinic |
|---|---|
| Phase | NA |
| Status | Completed |
| Study type | INTERVENTIONAL |
| Allocation | randomized |
| Design | single group |
| Masking | none |
| Primary purpose | treatment |
| Enrollment | 204 |
| Start date | 7 August 2023 |
| Primary completion | 29 October 2025 |
| Estimated completion | 29 October 2025 |
| Sites | 6 locations across United States |
Drugs / interventions tested
- Machine Learning Assisted Radiation (MLAP) RapidPlan
- Radiation Therapy Standard of Care (SOC)
Conditions studied
- Cancer Head Neck — all drugs for Cancer Head Neck →
- Cancer, Head — all drugs for Cancer, Head →
- Cancer Neck — all drugs for Cancer Neck →
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):
-
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 -
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:
- PubMed search for NCT05979883
- Europe PMC full search
- ASCO Meeting Library
- ESMO Meeting Library
- bioRxiv preprints
- medRxiv preprints
- Google Scholar
Related trials
Other recruiting trials for Cancer Head Neck
Currently open trials in the same condition.
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- NCT05987579 — Surgical Treatment of Stage T3 Squamous Cell Carcinomas of the Scalp · active not recruiting
Other Mayo Clinic trials
Trials by the same sponsor.
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Verify against primary sources
- ClinicalTrials.gov — authoritative US registry record
- WHO ICTRP — international registry index
- EU Clinical Trials Register
- Sponsor press releases (Google)
- Trial protocol + status: ClinicalTrials.gov NCT05979883 (US National Library of Medicine, public domain)
- Publications: Europe PMC API search by NCT ID, retrieved 10 June 2026
- Drug + disease cross-links: matched in real time against Drug Landscape's normalised drug + company + condition tables
- Sponsor: as reported to ClinicalTrials.gov by Mayo Clinic
- Last refreshed: 26 January 2026
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