Xiahai Zhuang

Xiahai Zhuang

Fudan University

H-index: 35

Asia-China

About Xiahai Zhuang

Xiahai Zhuang, With an exceptional h-index of 35 and a recent h-index of 31 (since 2020), a distinguished researcher at Fudan University, specializes in the field of medical image analysis, AI in Medicine, Interpretability, Explainable AI.

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

Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry

The state-of-the-art in Cardiac MRI Reconstruction: Results of the CMRxRecon Challenge in MICCAI 2023

A Brain-Inspired Way of Reducing the Network Complexity via Concept-Regularized Coding for Emotion Recognition

Evidential Multi-Source-Free Unsupervised Domain Adaptation

Multi-Modality Cardiac Image Computing: A Survey

Left Atrial and Scar Quantification and Segmentation: First Challenge, LAScarQS 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings

ZScribbleSeg: Zen and the art of scribble supervised medical image segmentation

A Causality-driven Graph Convolutional Network for Postural Abnormality Diagnosis in Parkinsonians

Xiahai Zhuang Information

University

Position

Professor School of Data Science

Citations(all)

4988

Citations(since 2020)

3768

Cited By

2228

hIndex(all)

35

hIndex(since 2020)

31

i10Index(all)

67

i10Index(since 2020)

55

Email

University Profile Page

Fudan University

Google Scholar

View Google Scholar Profile

Xiahai Zhuang Skills & Research Interests

medical image analysis

AI in Medicine

Interpretability

Explainable AI

Top articles of Xiahai Zhuang

Title

Journal

Author(s)

Publication Date

Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry

arXiv preprint arXiv:2401.02141

Xinzhe Luo

Xin Wang

Linda Shapiro

Chun Yuan

Jianfeng Feng

...

2024/1/4

The state-of-the-art in Cardiac MRI Reconstruction: Results of the CMRxRecon Challenge in MICCAI 2023

arXiv preprint arXiv:2404.01082

Jun Lyu

Chen Qin

Shuo Wang

Fanwen Wang

Yan Li

...

2024/4/1

A Brain-Inspired Way of Reducing the Network Complexity via Concept-Regularized Coding for Emotion Recognition

Proceedings of the AAAI Conference on Artificial Intelligence

Han Lu

Xiahai Zhuang

Qiang Luo

2024/3/25

Evidential Multi-Source-Free Unsupervised Domain Adaptation

IEEE Transactions on Pattern Analysis and Machine Intelligence

Jiangbo Pei

Aidong Men

Yang Liu

Xiahai Zhuang

Qingchao Chen

2024/2/5

Multi-Modality Cardiac Image Computing: A Survey

Lei Li

Wangbin Ding

Liqun Huang

Xiahai Zhuang

Vicente Grau

2023/6/16

Left Atrial and Scar Quantification and Segmentation: First Challenge, LAScarQS 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings

Xiahai Zhuang

Lei Li

Sihan Wang

Fuping Wu

2023

ZScribbleSeg: Zen and the art of scribble supervised medical image segmentation

arXiv preprint arXiv:2301.04882

Ke Zhang

Xiahai Zhuang

2023/1/12

A Causality-driven Graph Convolutional Network for Postural Abnormality Diagnosis in Parkinsonians

IEEE Transactions on Medical Imaging

Xinlu Tang

Rui Guo

Chencheng Zhang

Xiahai Zhuang

Xiaohua Qian

2023/8/15

BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability

Medical Image Analysis

Shangqi Gao

Hangqi Zhou

Yibo Gao

Xiahai Zhuang

2023/10

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge

IEEE Journal of Biomedical and Health Informatics

Carlos Martín-Isla

Víctor M Campello

Cristian Izquierdo

Kaisar Kushibar

Carla Sendra-Balcells

...

2023/4/17

MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images

Medical Image Analysis

Lei Li

Fuping Wu

Sihan Wang

Xinzhe Luo

Carlos Martín-Isla

...

2023/7/1

Multi-Source Domain Adaptation for Medical Image Segmentation

IEEE Transactions on Medical Imaging

Chenhao Pei

Fuping Wu

Mingjing Yang

Lin Pan

Wangbin Ding

...

2023/12/22

A New Framework of Swarm Learning Consolidating Knowledge from Multi-Center Non-IID Data for Medical Image Segmentation

IEEE Transactions on Medical Imaging

Zheyao Gao

Fuping Wu

Weiguo Gao

Xiahai Zhuang

2023

Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation

IEEE Transactions on Medical Imaging

Wangbin Ding

Lei Li

Junyi Qiu

Sihan Wang

Liqin Huang

...

2023/6/22

Multi-phase Liver-Specific DCE-MRI Translation via A Registration-Guided GAN

Jiyao Liu

Yuxin Li

Nannan Shi

Yuncheng Zhou

Shangqi Gao

...

2023/10/7

A Reliable and Interpretable Framework of Multi-view Learning for Liver Fibrosis Staging

Zheyao Gao

Yuanye Liu

Fuping Wu

NanNan Shi

Yuxin Shi

...

2023/6/21

-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing

IEEE Transactions on Pattern Analysis and Machine Intelligence

Xinzhe Luo

Xiahai Zhuang

2022/11/29

BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement

Xin Wang*

Xinzhe Luo*

Xiahai Zhuang

2023/6/8

MyoPS-Net: Myocardial pathology segmentation with flexible combination of multi-sequence CMR images

Medical image analysis

Junyi Qiu

Lei Li

Sihan Wang

Ke Zhang

Yinyin Chen

...

2023/2/1

Multi-target landmark detection with incomplete images via reinforcement learning and shape prior embedding

Medical Image Analysis

Kaiwen Wan

Lei Li

Dengqiang Jia

Shangqi Gao

Wei Qian

...

2023/10/1

See List of Professors in Xiahai Zhuang University(Fudan University)

Co-Authors

H-index: 95
Simon ARRIDGE

Simon ARRIDGE

University College London

H-index: 85
D J Hawkes

D J Hawkes

University College London

H-index: 56
David Atkinson

David Atkinson

University College London

H-index: 52
Julia A Schnabel

Julia A Schnabel

King's College

H-index: 51
Professor Kawal Rhode

Professor Kawal Rhode

King's College London

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