RADIATION THERAPY PLAN GENERATION USING AUTOMATED TREATABLE SECTORS

Disclosed herein are methods and systems for calculating radiation therapy treatment plan (RTTP) including receiving radiation therapy treatment planning data associated with a radiation therapy treatment of a patient; executing a first computer model to identify one or more attributes of a treatable sector for the radiation therapy treatment of the patient, the first computer model configured to ingest radiation therapy treatment planning data and clinical objectives to generate the one or more attributes of the treatable sector; and executing, by the processor, a second computer model to identify a radiation therapy treatment plan for the patient using the received radiation therapy treatment planning data associated with a patient, wherein the processor limits a search space used by the second computer model using the one or more attributes of the treatable sector identified by the first computer model.