Respiratory motion forecasting

Breathing motion prediction aims to compensate for the delay in radiotherapy systems by accurately predicting the displacement of thoracic tumors during the breathing process, thereby improving targeting accuracy, reducing radiation damage to normal tissues, and enhancing treatment outcomes and patient quality of life. This technology is of significant value in the medical field, particularly in the radiotherapy of lung cancer and other thoracic tumors.