Minsong Cao, PhD

As treatment planning evolves toward patient-specific optimization, traditional static dose constraints are insufficient for distinguishing high-quality versus acceptable plans. Current planning directives rely on generic dose constraints that fail to strive...

To evaluate dosimetric trends and robustness of online adaptive radiation therapy for focal-boosted prostate SBRT. Materials/

To address the data scarcity bottleneck in deep learning (DL) dose prediction by establishing a foundation model-based transfer learning framework. We aim to demonstrate that adapting large-scale public priors to institutional data significantly enhances lear...

As adaptive radiotherapy (ART) evolves from early innovation to standard clinical practice, structured training and credentialing frameworks are essential to ensure safety, consistency, and confidence across institutions. While technical readiness of ART plat...