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The Radiation Planning Assistant (RPA) is a web-based contouring and radiotherapy treatment planning software tool that incorporates the basic radiation planning functions from automated contouring, automated planning with dose optimization, and quality control checks. The system is intended for use for patients with cancer of the head and neck, cervix, breast, and metastases to the brain. The RPA system is integrated with the Eclipse Treatment Planning System v15.6 software cleared under K181145. The RPA radiation treatment planning software tool was trained against hundreds / thousands of CT Scans of normal and diseased tissues from patients receiving radiation for head and neck, cervical, breast, and whole brain at MD Anderson Cancer Center.