Chenchu Xu

Chenchu Xu

Western University

H-index: 15

North America-Canada

About Chenchu Xu

Chenchu Xu, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at Western University,

His recent articles reflect a diverse array of research interests and contributions to the field:

Deep Generative Adversarial Reinforcement Learning for Semi-Supervised Segmentation of Low-Contrast and Small Objects in Medical Images

Dual uncertainty-guided mixing consistency for semi-supervised 3d medical image segmentation

TransCC: Transformer Network for Coronary Artery CCTA Segmentation

Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment

Multi-shot Prototype Contrastive Learning and Semantic Reasoning for Medical Image Segmentation

Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework

Spatiotemporal knowledge teacher–student reinforcement learning to detect liver tumors without contrast agents

Heuristic multi-modal integration framework for liver tumor detection from multi-modal non-enhanced MRIs

Chenchu Xu Information

University

Position

___

Citations(all)

816

Citations(since 2020)

771

Cited By

311

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

16

i10Index(since 2020)

16

Email

University Profile Page

Western University

Google Scholar

View Google Scholar Profile

Top articles of Chenchu Xu

Title

Journal

Author(s)

Publication Date

Deep Generative Adversarial Reinforcement Learning for Semi-Supervised Segmentation of Low-Contrast and Small Objects in Medical Images

IEEE Transactions on Medical Imaging

Chenchu Xu

Tong Zhang

Dong Zhang

Dingwen Zhang

Junwei Han

2024/4/1

Dual uncertainty-guided mixing consistency for semi-supervised 3d medical image segmentation

IEEE Transactions on Big Data

Chenchu Xu

Yuan Yang

Zhiqiang Xia

Boyan Wang

Dong Zhang

...

2023/3/17

TransCC: Transformer Network for Coronary Artery CCTA Segmentation

arXiv preprint arXiv:2310.04779

Chenchu Xu

Meng Li

Xue Wu

2023/10/7

Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment

Baihong Xie

Xiujian Liu

Heye Zhang

Chenchu Xu

Tieyong Zeng

...

2023/10/1

Multi-shot Prototype Contrastive Learning and Semantic Reasoning for Medical Image Segmentation

Yuhui Song

Xiuquan Du

Yanping Zhang

Chenchu Xu

2023/10/1

Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework

Applied Soft Computing

Jinhao Liu

Xinglai Zhu

Chenchu Xu

Lei Xu

Zhifan Gao

...

2023/10/1

Spatiotemporal knowledge teacher–student reinforcement learning to detect liver tumors without contrast agents

Medical Image Analysis

Chenchu Xu

Yuhong Song

Dong Zhang

Leonardo Kayat Bittencourt

Sree Harsha Tirumani

...

2023/12/1

Heuristic multi-modal integration framework for liver tumor detection from multi-modal non-enhanced MRIs

Expert Systems with Applications

Dong Zhang

Chenchu Xu

Shuo Li

2023/7/1

X-CTRSNet: 3D cervical vertebra CT reconstruction and segmentation directly from 2D X-ray images

Knowledge-Based Systems

Rongjun Ge

Yuting He

Cong Xia

Chenchu Xu

Weiya Sun

...

2022/1/25

Multi-domain adversarial variational bayesian inference for domain generalization

IEEE Transactions on Circuits and Systems for Video Technology

Zhifan Gao

Saidi Guo

Chenchu Xu

Jinglin Zhang

Mingming Gong

...

2022/12/26

BMAnet: Boundary mining with adversarial learning for semi-supervised 2D myocardial infarction segmentation

IEEE Journal of Biomedical and Health Informatics

Chenchu Xu

Yifei Wang

Dong Zhang

Longfei Han

Yanping Zhang

...

2022/10/19

Intelligent Internet of Things in mammography screening using multicenter transformation between unified capsules

IEEE Internet of Things Journal

Boyan Wang

Xuegang Hu

Jinglin Zhang

Chenchu Xu

Zhifan Gao

2022/9/27

Contrast-Free Liver Tumor Detection Using Ternary Knowledge Transferred Teacher-Student Deep Reinforcement Learning

Chenchu Xu

Dong Zhang

Yuhui Song

Leonardo Kayat Bittencourt

Sree Harsha Tirumani

...

2022/9/16

Video salient object detection using dual-stream spatiotemporal attention

Applied Soft Computing

Chenchu Xu

Zhifan Gao

Heye Zhang

Shuo Li

Victor Hugo C de Albuquerque

2021/9/1

Synthesis of gadolinium-enhanced liver tumors on nonenhanced liver MR images using pixel-level graph reinforcement learning

Medical image analysis

Chenchu Xu

Dong Zhang

Jaron Chong

Bo Chen

Shuo Li

2021/4/1

Applying cross-modality data processing for infarction learning in medical internet of things

IEEE Internet of Things Journal

Chenchu Xu

Zhifan Gao

Dong Zhang

Jinglin Zhang

Lei Xu

...

2021/3/25

Contrast agent-free synthesis and segmentation of ischemic heart disease images using progressive sequential causal GANs

Medical image analysis

Chenchu Xu

Lei Xu

Pavlo Ohorodnyk

Mike Roth

Bo Chen

...

2020/5/1

DeepCQ: Deep multi-task conditional quantification network for estimation of left ventricle parameters

Computer methods and programs in biomedicine

Ruifeng Chen

Chenchu Xu

Zhangfu Dong

Yueguo Liu

Xiuquan Du

2020/2/1

Trustful internet of surveillance things based on deeply represented visual co-saliency detection

IEEE Internet of things journal

Zhifan Gao

Chenchu Xu

Heye Zhang

Shuo Li

Victor Hugo C de Albuquerque

2020/1/3

Segmentation and quantification of infarction without contrast agents via spatiotemporal generative adversarial learning

Medical image analysis

Chenchu Xu

Joanne Howey

Pavlo Ohorodnyk

Mike Roth

Heye Zhang

...

2020/1/1

See List of Professors in Chenchu Xu University(Western University)