Weixun Chen

Orcid: 0000-0002-1583-5807

Affiliations:
  • Hunan University, Changsha, China


According to our database1, Weixun Chen authored at least 17 papers between 2017 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
Deep learning in mesoscale brain image analysis: A review.
Comput. Biol. Medicine, December, 2023

2022
Deep-Learning-Based Automated Neuron Reconstruction From 3D Microscopy Images Using Synthetic Training Images.
IEEE Trans. Medical Imaging, 2022

DeepRayburst for Automatic Shape Analysis of Tree-Like Structures in Biomedical Images.
IEEE J. Biomed. Health Informatics, 2022

2021
3D Neuron Microscopy Image Segmentation via the Ray-Shooting Model and a DC-BLSTM Network.
IEEE Trans. Medical Imaging, 2021

Spherical-Patches Extraction for Deep-Learning-Based Critical Points Detection in 3D Neuron Microscopy Images.
IEEE Trans. Medical Imaging, 2021

Neuron Image Segmentation via Learning Deep Features and Enhancing Weak Neuronal Structures.
IEEE J. Biomed. Health Informatics, 2021

Automatic Repair of 3-D Neuron Reconstruction Based on Topological Feature Points and an MOST-Based Repairer.
IEEE Trans. Instrum. Meas., 2021

Efficient Critical Point Detection for Curvilinear Structures Using a Ring-Like Ray-Shooting Model.
IEEE Trans. Instrum. Meas., 2021

Crossover Structure Separation With Application to Neuron Tracing in Volumetric Images.
IEEE Trans. Instrum. Meas., 2021

2020
DeepBranch: Deep Neural Networks for Branch Point Detection in Biomedical Images.
IEEE Trans. Medical Imaging, 2020

2019
A Multiscale Ray-Shooting Model for Termination Detection of Tree-Like Structures in Biomedical Images.
IEEE Trans. Medical Imaging, 2019

2018
3D neuron tip detection in volumetric microscopy images using an adaptive ray-shooting model.
Pattern Recognit., 2018

Automatic 3D Neuron Tracing Based on Terminations Detection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

3D Neuron Branch Points Detection in Microscopy Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Improved V-Net Based Image Segmentation for 3D Neuron Reconstruction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

An Adaptive Ray-Shooting Model for Terminations Detection: Applications in Neuron and Retinal Blood Vessel Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
A distance transform based tip point detection method for neurons in confocal microscopy images.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017


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