Zhenghua Xu (许铮铧)

About Zhenghua Xu (许铮铧)

Zhenghua Xu (许铮铧), With an exceptional h-index of 18 and a recent h-index of 17 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of Medical Image Computing, Deep Learning, Reinforcement Learning, Recommender Systems.

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

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation

A Stable ‚Fast ‚and Fully Automatic Learning Algorithm for Predictive Coding Networks

Cross-domain attention-guided generative data augmentation for medical image analysis with limited data

RIRGAN: An end-to-end lightweight multi-task learning method for brain MRI super-resolution and denoising

μ-Net: Medical image segmentation using efficient and effective deep supervision

Adaptive-Masking Policy with Deep Reinforcement Learning for Self-Supervised Medical Image Segmentation

Collaborative Attention Guided Multi-Scale Feature Fusion Network for Medical Image Segmentation

Accurate and intelligent diagnosis of pediatric pneumonia using X-ray images and blood testing data

Zhenghua Xu (许铮铧) Information

University

Position

Hebei University of Technology China & UK

Citations(all)

1376

Citations(since 2020)

1057

Cited By

517

hIndex(all)

18

hIndex(since 2020)

17

i10Index(all)

33

i10Index(since 2020)

30

Email

University Profile Page

Google Scholar

Zhenghua Xu (许铮铧) Skills & Research Interests

Medical Image Computing

Deep Learning

Reinforcement Learning

Recommender Systems

Top articles of Zhenghua Xu (许铮铧)

Title

Journal

Author(s)

Publication Date

Inferring neural activity before plasticity as a foundation for learning beyond backpropagation

Nature Neuroscience

Yuhang Song

Beren Millidge

Tommaso Salvatori

Thomas Lukasiewicz

Zhenghua Xu

...

2024/1/3

A Stable ‚Fast ‚and Fully Automatic Learning Algorithm for Predictive Coding Networks

Cornelius Emde

Thomas Lukasiewicz

Tommaso Salvatori

Lei Sha

Yuhang Song

...

2024

Cross-domain attention-guided generative data augmentation for medical image analysis with limited data

Computers in Biology and Medicine

Zhenghua Xu

Jiaqi Tang

Chang Qi

Dan Yao

Caihua Liu

...

2024/1/1

RIRGAN: An end-to-end lightweight multi-task learning method for brain MRI super-resolution and denoising

Computers in Biology and Medicine

Miao Yu

Miaomiao Guo

Shuai Zhang

Yuefu Zhan

Mingkang Zhao

...

2023/12/1

μ-Net: Medical image segmentation using efficient and effective deep supervision

Computers in Biology and Medicine

Di Yuan

Zhenghua Xu

Biao Tian

Hening Wang

Yuefu Zhan

...

2023/6/1

Adaptive-Masking Policy with Deep Reinforcement Learning for Self-Supervised Medical Image Segmentation

Gang Xu

Shengxin Wang

Thomas Lukasiewicz

Zhenghua Xu

2023/7/10

Collaborative Attention Guided Multi-Scale Feature Fusion Network for Medical Image Segmentation

IEEE Transactions on Network Science and Engineering

Zhenghua Xu

Biao Tian

Shijie Liu

Xiangtao Wang

Di Yuan

...

2023/11/14

Accurate and intelligent diagnosis of pediatric pneumonia using X-ray images and blood testing data

Frontiers in Bioengineering and Biotechnology

Dan Yao

Zhenghua Xu

Yi Lin

Yuefu Zhan

2023/5/17

Multi-ConDoS: Multimodal Contrastive Domain Sharing Generative Adversarial Networks for Self-Supervised Medical Image Segmentation

IEEE Transactions on Medical Imaging

Jiaojiao Zhang

Shuo Zhang

Xiaoqian Shen

Thomas Lukasiewicz

Zhenghua Xu

2023/6/28

AMLP: Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation

arXiv preprint arXiv:2309.04312

Xiangtao Wang

Ruizhi Wang

Jie Zhou

Thomas Lukasiewicz

Zhenghua Xu

2023/9/8

A Robust Agatston Score for Coronary Artery Calcium Scoring from Non-ECG-Gated CT with Different Reconstruction Kernels

Shuo Zhang

Xinmei Su

Quanlong Feng

Zifeng Wu

Zhenghua Xu

2023/4/18

MvCo-DoT: Multi-View Contrastive Domain Transfer Network for Medical Report Generation

Ruizhi Wang

Xiangtao Wang

Zhenghua Xu

Wenting Xu

Junyang Chen

...

2023/6/4

A Neural Inference of User Social Interest for Item Recommendation

Data Science and Engineering

Junyang Chen

Ziyi Chen

Mengzhu Wang

Ge Fan

Guo Zhong

...

2023/9

PAC-Net: Multi-pathway FPN with position attention guided connections and vertex distance IoU for 3D medical image detection

Frontiers in Bioengineering and Biotechnology

Zhenghua Xu

Tianrun Li

Yunxin Liu

Yuefu Zhan

Junyang Chen

...

2023/2/2

Multi-Head Feature Pyramid Networks for Breast Mass Detection

Hexiang Zhang

Zhenghua Xu

Dan Yao

Shuo Zhang

Junyang Chen

...

2023/6/4

EFPN: Effective medical image detection using feature pyramid fusion enhancement

Computers in Biology and Medicine

Zhenghua Xu

Xudong Zhang

Hexiang Zhang

Yunxin Liu

Yuefu Zhan

...

2023/9/1

Painless and accurate medical image analysis using deep reinforcement learning with task-oriented homogenized automatic pre-processing

Computers in Biology and Medicine

Di Yuan

Yunxin Liu

Zhenghua Xu

Yuefu Zhan

Junyang Chen

...

2023/2/1

Hybrid reinforced medical report generation with m-linear attention and repetition penalty

IEEE Transactions on Neural Networks and Learning Systems

Zhenghua Xu

Wenting Xu

Ruizhi Wang

Junyang Chen

Chang Qi

...

2023/12/25

MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation

Xiangtao Wang

Ruizhi Wang

Biao Tian

Jiaojiao Zhang

Shuo Zhang

...

2023/6/4

Multi-modal contrastive mutual learning and pseudo-label re-learning for semi-supervised medical image segmentation

Medical Image Analysis

Shuo Zhang

Jiaojiao Zhang

Biao Tian

Thomas Lukasiewicz

Zhenghua Xu

2023/1/1

See List of Professors in Zhenghua Xu (许铮铧) University(University of Oxford)

Co-Authors

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