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Stereotactic Body Radiation Therapy Planning With Artificial Intelligence-Directed Dose Recommendation for Treatment of Primary or Metastatic Lung Tumors, RAD-AI Study
Sponsor: Northwestern University
Summary
This phase II trial tests the effectiveness and safety of artificial intelligence (AI) to determine dose recommendation during stereotactic body radiation therapy (SBRT) planning in patients with primary lung cancer or tumors that has spread from another primary site to the lung (metastatic). SBRT uses special equipment to position a patient and deliver radiation to tumors with high precision. This method may kill tumor cells with fewer doses over a shorter period and cause less damage to normal tissue. Even with the high precision of SBRT, disease persistence or reappearance (local recurrence) can still occur, which could be attributed to the radiation dose. AI has been used in other areas of healthcare to automate and improve various aspects of medical science. Because the relationship of dose and local recurrence indicates that dose prescriptions matter, decision support systems to help guide dose based on personalized prediction AI algorithms could better assist providers in prescribing the radiation dose of lung stereotactic body radiation therapy treatment.
Official title: A Single-Arm Phase II Study of Personalized Dose Guidance for Stereotactic Body Radiotherapy (SBRT) in Patients With Lung Tumors
Key Details
Gender
All
Age Range
18 Years - Any
Study Type
INTERVENTIONAL
Enrollment
70
Start Date
2023-11-20
Completion Date
2026-03-01
Last Updated
2025-10-08
Healthy Volunteers
No
Conditions
Interventions
Computed Tomography
Undergo CT
Magnetic Resonance Imaging
Undergo MRI
Positron Emission Tomography
Undergo PET
Quality-of-Life Assessment
Ancillary studies
Radiology, Treatment Planning
Undergo radiation planning with AI-directed analysis for dose recommendation
Stereotactic Body Radiation Therapy
Undergo SBRT
X-Ray Imaging
Undergo x-ray imaging
Locations (1)
Northwestern University
Chicago, Illinois, United States