A tree-structure-guided graph convolutional network with contrastive learning for the assessment of parkinsonian hand movements. - Rui Guo 013; Hao Li 097; Chencheng Zhang; Xiaohua Qian (Medical Image Anal., 2022)

A Self-Supervised Metric Learning Framework for the Arising-From-Chair Assessment of Parkinsonians With Graph Convolutional Networks. - Rui Guo 013; Jie Sun; Chencheng Zhang; Xiaohua Qian (IEEE Trans. Circuits Syst. Video Technol., 2022)

A Contrastive Graph Convolutional Network for Toe-Tapping Assessment in Parkinson's Disease. - Rui Guo 013; Jie Sun; Chencheng Zhang; Xiaohua Qian (IEEE Trans. Circuits Syst. Video Technol., 2022)

Multi-Scale Sparse Graph Convolutional Network For the Assessment of Parkinsonian Gait. - Rui Guo 013; Xiangxin Shao; Chencheng Zhang; Xiaohua Qian (IEEE Trans. Multim., 2022)

Causality-Driven Graph Neural Network for Early Diagnosis of Pancreatic Cancer in Non-Contrast Computerized Tomography. - Xinyue Li; Rui Guo 013; Jing Lu; Tao Chen 057; Xiaohua Qian (IEEE Trans. Medical Imaging, 2023)

A Causality-Driven Graph Convolutional Network for Postural Abnormality Diagnosis in Parkinsonians. - Xinlu Tang; Rui Guo 013; Chencheng Zhang; Xiahai Zhuang; Xiaohua Qian (IEEE Trans. Medical Imaging, 2023)

Causality-Informed Fusion Network for Automated Assessment of Parkinsonian Body Bradykinesia. - Yuyang Quan; Chencheng Zhang; Rui Guo 013; Xiaohua Qian (MICCAI (6), 2024)

A causal counterfactual graph neural network for arising-from-chair abnormality detection in parkinsonians. - Xinlu Tang; Rui Guo 013; Chencheng Zhang; Xiaohua Qian (Medical Image Anal., 2024)

Causality-Enhanced Multiple Instance Learning With Graph Convolutional Networks for Parkinsonian Freezing-of-Gait Assessment. - Rui Guo 013; Zheng Xie; Chencheng Zhang; Xiaohua Qian (IEEE Trans. Image Process., 2024)

A Causality-Aware Graph Convolutional Network Framework for Rigidity Assessment in Parkinsonians. - Xinlu Tang; Chencheng Zhang; Rui Guo 013; Xinling Yang; Xiaohua Qian (IEEE Trans. Medical Imaging, 2024)

A Clinically Guided Graph Convolutional Network for Assessment of Parkinsonian Pronation-Supination Movements of Hands. - Zheng Xie; Rui Guo 013; Chencheng Zhang; Xiaohua Qian (IEEE Trans. Circuits Syst. Video Technol., 2024)

A Causality-Informed Graph Intervention Model for Pancreatic Cancer Early Diagnosis. - Xinyue Li; Rui Guo 013; Hongzhang Zhu; Tao Chen 057; Xiaohua Qian (IEEE Trans. Artif. Intell., 2024)

A Causality-Informed Graph Convolutional Network for Video Assessment of Parkinsonian Leg Agility. - Rui Guo 013; Linbin Wang; Chencheng Zhang; Lian Gu; Dianyou Li; Xiaohua Qian (IEEE Trans. Circuits Syst. Video Technol., 2024)

A Generalizable Causal-Invariance-Driven Segmentation Model for Peripancreatic Vessels. - Wenli Fu; Huijun Hu; Xinyue Li; Rui Guo 013; Tao Chen 057; Xiaohua Qian (IEEE Trans. Medical Imaging, 2024)

Automated motor-leg scoring in stroke via a stable graph causality debiasing model. - Rui Guo 013; Xinyue Li; Miaomiao Xu; Lian Gu; Xiaohua Qian (Medical Image Anal., 2025)