Yuanzhi Cheng

Orcid: 0000-0001-7495-9968

According to our database1, Yuanzhi Cheng authored at least 38 papers between 2007 and 2024.

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

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Key information-guided networks for medical image segmentation in medical systems.
Expert Syst. Appl., March, 2024

A Novel Feature Engineering Method Based on Latent Representation Learning for Radiomics: Application in NSCLC Subtype Classification.
IEEE J. Biomed. Health Informatics, January, 2024

2023
Masked image modeling-based boundary reconstruction for 3D medical image segmentation.
Comput. Biol. Medicine, November, 2023

Multi-Label Local to Global Learning: A Novel Learning Paradigm for Chest X-Ray Abnormality Classification.
IEEE J. Biomed. Health Informatics, September, 2023

Towards an extended EfficientNet-based U-Net framework for joint optic disc and cup segmentation in the fundus image.
Biomed. Signal Process. Control., August, 2023

MimicNet: Mimicking manual delineation of human expert for brain tumor segmentation from multimodal MRIs.
Appl. Soft Comput., August, 2023

Multi-object tracking via deep feature fusion and association analysis.
Eng. Appl. Artif. Intell., 2023

2022
Lateral Feature Enhancement Network for Page Object Detection.
IEEE Trans. Instrum. Meas., 2022

Graph-based convolution feature aggregation for retinal vessel segmentation.
Simul. Model. Pract. Theory, 2022

Crustal Electrical Structure of the Ganzi Fault on the Eastern Tibetan Plateau: Implications for the Role of Fluids in Earthquakes.
Remote. Sens., 2022

Irregular message passing networks.
Knowl. Based Syst., 2022

Automatic Liver Segmentation Using EfficientNet and Attention-Based Residual U-Net in CT.
J. Digit. Imaging, 2022

Tired of Over-smoothing? Stress Graph Drawing Is All You Need!
CoRR, 2022

2021
Understanding the message passing in graph neural networks via power iteration clustering.
Neural Networks, 2021

2020
Understanding the Message Passing in Graph Neural Networks via Power Iteration.
CoRR, 2020

2019
Accurate Pelvis and Femur Segmentation in Hip CT With a Novel Patch-Based Refinement.
IEEE J. Biomed. Health Informatics, 2019

2018
Vector Field Convolution-Based B-Spline Deformation Model for 3D Segmentation of Cartilage in MRI.
Symmetry, 2018

3D surface voxel tracing corrector for accurate bone segmentation.
Int. J. Comput. Assist. Radiol. Surg., 2018

2017
Low-rank and sparse decomposition based shape model and probabilistic atlas for automatic pathological organ segmentation.
Medical Image Anal., 2017

2016
A hierarchical local region-based sparse shape composition for liver segmentation in CT scans.
Pattern Recognit., 2016

Shape-intensity prior level set combining probabilistic atlas and probability map constrains for automatic liver segmentation from abdominal CT images.
Int. J. Comput. Assist. Radiol. Surg., 2016

2015
Accurate Vessel Segmentation With Constrained B-Snake.
IEEE Trans. Image Process., 2015

A Novel Method for Boundary Detection and Thickness Measurement of Two Adjacent Thin Structures from 3-D MR Images.
IEICE Trans. Inf. Syst., 2015

Surface-based rigid registration using a global optimization algorithm for assessment of MRI knee cartilage thickness changes.
Biomed. Signal Process. Control., 2015

Automatic Liver Segmentation Scheme Based on Shape-Intensity Prior Models Using Level Set.
Proceedings of the Image and Graphics - 8th International Conference, 2015

Sparse Representation-Based Deformation Model for Atlas-Based Segmentation of Liver CT Images.
Proceedings of the Image and Graphics - 8th International Conference, 2015

2014
Automatic centerline detection of small three-dimensional vessel structures.
J. Electronic Imaging, 2014

Automated lung segmentation and smoothing techniques for inclusion of juxtapleural nodules and pulmonary vessels on chest CT images.
Biomed. Signal Process. Control., 2014

Greedy algorithm based deformable simplex meshes using gradient vector flow as external energy.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

Accurate vessel segmentation with optimal combination of features.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013
Accuracy Limits for the Thickness Measurement of the Hip Joint Cartilage in 3-D MR Images: Simulation and Validation.
IEEE Trans. Biomed. Eng., 2013

Automatic segmentation technique for acetabulum and femoral head in CT images.
Pattern Recognit., 2013

A practical feature selection based on an optimal feature subset and its application for detecting lung nodules in chest radiographs.
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

2012
Segmenting the Femoral Head and Acetabulum in the Hip Joint Automatically Using a Multi-Step Scheme.
IEICE Trans. Inf. Syst., 2012

2011
Accurate three-dimensional registration of magnetic resonance images for detecting local changes in cartilage thickness.
J. Electronic Imaging, 2011

Automatic 3D MR Image Registration and Its Evaluation for Precise Monitoring of Knee Joint Disease.
IEICE Trans. Inf. Syst., 2011

2007
Accurate Thickness Measurement of Two Adjacent Sheet Structures in CT Images.
IEICE Trans. Inf. Syst., 2007

Hip cartilage thickness measurement accuracy improvement.
Comput. Medical Imaging Graph., 2007


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