Author profile

Shijun Chen

Tongji University

CorrespondingsPaper

Clustering Model Based on 3DUNET-Gmm Combining 3D-Unet Feature Extracting with Gmm Clustering to Divide Tumor Subregions on FDG PET for La-NSCLC

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...

Proffered Program · Radiopharmaceuticals, Theranostics, and Nuclear Medicine

AuthorsPaper

Dual Path Networks for Voxel-Level Prediction of Mid-Chemoradiotherapy Response In FDG PET for Locally Advanced Non-Small Cell Lung Cancer

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...

Proffered Program · Radiopharmaceuticals, Theranostics, and Nuclear Medicine