Artificial Intelligence in CNS Radiation Oncology
Recruiting now
Conditions studied: CNS Tumor
In brief
Radiotherapy involves the use of high-energy X-rays, which can be used to stop the growth of tumor cells. Radiotherapy constitutes an essential avenue in the treatment of brain tumors. The modern techniques of radiotherapy involve radiation planning techniques guided by computer algorithms aimed to deliver high doses of radiation to the areas of brain with tumors and limit the doses to surrounding normal structures. Artificial intelligence uses advanced analytical processes aided by computational analysis, which can be undertaken on the medical images, and radiation planning process. We plan to use artificial intelligence techniques to automatically delineate areas of the brain with tumor and other normal structures as identified from images. Also, we will use artificial intelligence on the radiation dose images and other images done for radiation treatment to classify tumors with good or bad prognoses, identify patients developing radiation complications, and detect responses after treatment.
Key facts
- Study ID
- NCT06036394
- Run by
- Tata Memorial Centre
- People needed
- 6000
- Starts
- 2023-09-13
- Expected to finish
- 2028-09-01
- Last updated by the study team
- 2025-04-09
Who can join
Age: 1 and older. Sex: any. Healthy volunteers: not accepted.
You may qualify if…
- Patients with CNS tumors treated with radiation in TMC between January 2010 and December 2022.
You may not qualify if…
- RT treatment outside TMC.
- Radiation planning not done in the treatment planning system (treated using clinical marking/ conventional simulator).
Where it is running
- Tata Memorial Hospital — Mumbai, Maharashtra, India (enrolling)
Full record on ClinicalTrials.gov
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