Actively Recruiting
Heuristics, Algorithms and Machine Learning: Evaluation & Testing in Radiation Therapy
Led by CCTU- Cancer Theme · Updated on 2021-08-02
310
Participants Needed
1
Research Sites
433 weeks
Total Duration
On this page
Sponsors
C
CCTU- Cancer Theme
Lead Sponsor
U
University of Cambridge
Collaborating Sponsor
AI-Summary
What this Trial Is About
The Hamlet.rt study is a prospective data collection and patient questionnaire study for patients undergoing image-guided radiotherapy with curative intent. The aim of the study is to use novel machine learning and mathematical techniques to build a model that can predict the risk of significant side effects from radiotherapy treatment for an individual patient: using calculations of normal tissue dose from radiotherapy treatment planning and patient baseline characteristics derived from image and non-image data, continuously updated as the patient is reviewed both during and after treatment. A secondary goal of the project is to facilitate research in machine learning and medical image processing for radiation therapy through the creation of a discoverable and shared data resource for research use.
CONDITIONS
Official Title
Heuristics, Algorithms and Machine Learning: Evaluation & Testing in Radiation Therapy
Who Can Participate
Eligibility Criteria
You may qualify if you...
- Willing and able to give informed consent for participation in the study
- Male or female
- Aged 18 years or older
- Diagnosed with primary prostate cancer, head and neck cancer, lung cancer, or brain tumour
- Treated with curative intent
- Suitable for radical image guided radiotherapy
- WHO ECOG performance status 0 or 1
- Expected survival of 18 months or more
You will not qualify if you...
- Not willing or able to complete study requirements, including accessing and completing web-based long-term follow-up questionnaires
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 1 location
1
Cambridge University Hospitals NHS Foundation Trust
Cambridge, Cambridgeshire, United Kingdom, CB2 0QQ
Actively Recruiting
Research Team
M
Meena Murthy
CONTACT
C
CCTU Cancer
CONTACT
How is the study designed?
Study Type
OBSERVATIONAL
Masking
N/A
Allocation
N/A
Model
N/A
Primary Purpose
N/A
Number of Arms
4
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