Xuming Zhang

Orcid: 0000-0003-4332-071X

Affiliations:
  • Huazhong University of Science and Technology, Wuhan, China


According to our database1, Xuming Zhang authored at least 33 papers between 2012 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2025
LPM-Net: Lightweight pixel-level modeling network based on CNN and Mamba for 3D medical image fusion.
Inf. Fusion, 2025

3D medical image segmentation using the serial-parallel convolutional neural network and transformer based on cross-window self-attention.
CAAI Trans. Intell. Technol., 2025

2024
Robust Semi-Supervised 3D Medical Image Segmentation With Diverse Joint-Task Learning and Decoupled Inter-Student Learning.
IEEE Trans. Medical Imaging, June, 2024

CIRF: Coupled Image Reconstruction and Fusion Strategy for Deep Learning Based Multi-Modal Image Fusion.
Sensors, June, 2024

Specific Instance and Cross-Prompt-Based Robust 3-D Semi-Supervised Medical Image Segmentation.
IEEE Trans. Instrum. Meas., 2024

TransVFS: A spatio-temporal local-global transformer for vision-based force sensing during ultrasound-guided prostate biopsy.
Medical Image Anal., 2024

2023
Free form deformation and symmetry constraint-based multi-modal brain image registration using generative adversarial nets.
CAAI Trans. Intell. Technol., December, 2023

Short-term and long-term memory self-attention network for segmentation of tumours in 3D medical images.
CAAI Trans. Intell. Technol., December, 2023

F-DARTS: Foveated Differentiable Architecture Search Based Multimodal Medical Image Fusion.
IEEE Trans. Medical Imaging, November, 2023

Medical Image Classification Using Light-Weight CNN With Spiking Cortical Model Based Attention Module.
IEEE J. Biomed. Health Informatics, April, 2023

2022
Multi-modal medical image fusion based on densely-connected high-resolution CNN and hybrid transformer.
Neural Comput. Appl., 2022

2021
Batch Similarity Based Triplet Loss Assembled into Light-Weighted Convolutional Neural Networks for Medical Image Classification.
Sensors, 2021

Anterior chamber angle classification in anterior segment optical coherence tomography images using hybrid attention based pyramidal convolutional network.
Biomed. Signal Process. Control., 2021

2020
Image Deblurring Using Multi-Stream Bottom-Top-Bottom Attention Network and Global Information-Based Fusion and Reconstruction Network.
Sensors, 2020

Synthesis of Prostate MR Images for Classification Using Capsule Network-Based GAN Model.
Sensors, 2020

Real-Time Ultrasound Image Despeckling Using Mixed-Attention Mechanism Based Residual UNet.
IEEE Access, 2020

Medical Image Classification Using a Light-Weighted Hybrid Neural Network Based on PCANet and DenseNet.
IEEE Access, 2020

2019
Laplacian Eigenmaps Network-Based Nonlocal Means Method for MR Image Denoising.
Sensors, 2019

Non-Rigid Multi-Modal 3D Medical Image Registration Based on Foveated Modality Independent Neighborhood Descriptor.
Sensors, 2019

Nonlocal Means Image Denoising With Minimum MSE-Based Decay Parameter Adaptation.
IEEE Access, 2019

2018
PCANet-Based Structural Representation for Nonrigid Multimodal Medical Image Registration.
Sensors, 2018

2016
Spiking Cortical Model Based Multimodal Medical Image Fusion by Combining Entropy Information with Weber Local Descriptor.
Sensors, 2016

Electrocardiogram Signal Denoising Using Extreme-Point Symmetric Mode Decomposition and Nonlocal Means.
Sensors, 2016

2015
A New Method to Evaluate Surface Defects with an Electromagnetic Acoustic Transducer.
Sensors, 2015

Non-rigid multi-modal medical image registration by combining L-BFGS-B with cat swarm optimization.
Inf. Sci., 2015

2014
Influence of the Lift-Off Effect on the Cut-Off Frequency of the EMAT-Generated Rayleigh Wave Signal.
Sensors, 2014

Adaptive image sampling through establishing 3D geometrical model.
Expert Syst. Appl., 2014

2013
Decision-based non-local means filter for removing impulse noise from digital images.
Signal Process., 2013

Two Phase Non-Rigid Multi-Modal Image Registration Using Weber Local Descriptor-Based Similarity Metrics and Normalized Mutual Information.
Sensors, 2013

GPU-Based Block-Wise Nonlocal Means Denoising for 3D Ultrasound Images.
Comput. Math. Methods Medicine, 2013

Poisson disk sampling in geodesic metric for DEM simplification.
Int. J. Appl. Earth Obs. Geoinformation, 2013

2012
Spiking cortical model-based noise detector for switching-based filters.
J. Electronic Imaging, 2012

A hybrid method to segment common carotid arteries from 3D ultrasound images.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012


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