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

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

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

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

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

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

Google Scholar

Top articles of Chenchu Xu

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

IEEE Transactions on Medical Imaging

2024/4/1

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

Medical Image Analysis

2023/12/1

TransCC: Transformer Network for Coronary Artery CCTA Segmentation

arXiv preprint arXiv:2310.04779

2023/10/7

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

2023/10/1

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

2023/10/1

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

Applied Soft Computing

2023/10/1

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

Expert Systems with Applications

2023/7/1

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

IEEE Transactions on Big Data

2023/3/17

Multi-domain adversarial variational bayesian inference for domain generalization

IEEE Transactions on Circuits and Systems for Video Technology

2022/12/26

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

IEEE Journal of Biomedical and Health Informatics

2022/10/19

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

IEEE Internet of Things Journal

2022/9/27

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

2022/9/16

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

Knowledge-Based Systems

2022/1/25

Video salient object detection using dual-stream spatiotemporal attention

Applied Soft Computing

2021/9/1

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

Medical image analysis

2021/4/1

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

IEEE Internet of Things Journal

2021/3/25

Industrial pervasive edge computing-based intelligence IoT for surveillance saliency detection

IEEE Transactions on Industrial Informatics

2020/7/7

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

Medical image analysis

2020/5/1

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

Computer methods and programs in biomedicine

2020/2/1

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

IEEE Internet of things journal

2020/1/3

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