Universal mapping and patient‐specific prior implicit neural representation for enhanced high‐resolution MRI in MRI‐guided radiotherapy

By combining knowledge of universal anatomical mapping with patient-specific prior implicit neural representation, USINR offers a novel and reliable approach for MRI super-resolution. This method enhances the spatial resolution of MR images with minimal processing time, thereby balancing the need for image quality and the efficiency of MRI-guided adaptive radiotherapy.