USING MACHINE-LEARNING LANGUAGE PROCESSING MODEL FOR RADIOTHERAPY TREATMENT PLANNING

Abstract

Disclosed herein are methods and systems for using machine-learning language processing models to provide contextual data while a medical professional is using a radiotherapy treatment planning user interface to generate a treatment plan for a patient. One method comprises monitoring, by at least one processor, a radiotherapy treatment planning user interface comprising an interaction interface to identify one or more radiotherapy planning attributes associated with a radiotherapy treatment of a patient via a radiotherapy treatment planning computer model; receiving, by at least one processor from the c, an indication associated with the radiotherapy planning attribute; responsive to the indication satisfying a threshold: executing, by at least one processor, a machine-learning language processing model to generate contextual data associated with the one or more radiotherapy planning attributes; and presenting, by at least one processor, the contextual data within the radiotherapy treatment planning user interface.

CPC Classifications