Chukwuka Eze

State-of-the-art recommendations for tumor response assessment are defined by the Response Evaluation Criteria in Solid Tumors (RECIST), which rely on the tumor axial long and short axes measurements. However, RECIST-based measurements often yield limited inf...

To develop and evaluate a deep-learning-based probabilistic deformable image registration (DIR) framework that provides high-accuracy deformation and calibrated uncertainty, enabling rapid dose accumulation reliability assessment in lung adaptive radiotherapy.