Chunyan Duan, PhD

The purpose of this research is to develop a method for extracting and processing PET/CT and planning CT (pCT) with dose distribution. This method aims to address the challenge of co-registering data from different imaging modalities into a unified coordinate...

Accurate identification of high-risk and low-risk tumor subregions enables radiographers to customize radiation dose distributions for biologically adaptive therapies. This study proposes a 3DUNET-GMM model that integrates 3D-UNet feature extracting with Gaus...

Accurate prediction of tumor response during chemoradiotherapy is essential for treatment optimization but remains challenging. We developed a deep learning model based on a Dual Path Network (DPN), which is a hybrid architecture combining elements of ResNet...