Jian Zheng

Orcid: 0000-0003-4257-331X

Affiliations:
  • Chinese Academy of Sciences, Suzhou Institute of Biomedical Engineering and Technology, China
  • Chinese Academy of Sciences, Institute of Automation, Beijing, China (PhD 2010)


According to our database1, Jian Zheng authored at least 52 papers between 2008 and 2025.

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

Timeline

Legend:

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Bibliography

2025
Adaptive critical subgraph mining for cognitive impairment conversion prediction with T1-MRI-based brain network.
Expert Syst. Appl., 2025

2024
Parallel processing model for low-dose computed tomography image denoising.
Vis. Comput. Ind. Biomed. Art, December, 2024

NeighborNet: Learning Intra- and Inter-Image Pixel Neighbor Representation for Breast Lesion Segmentation.
IEEE J. Biomed. Health Informatics, August, 2024

Adversarial Learning Based Node-Edge Graph Attention Networks for Autism Spectrum Disorder Identification.
IEEE Trans. Neural Networks Learn. Syst., June, 2024

SAH-NET: Structure-Aware Hierarchical Network for Clustered Microcalcification Classification in Digital Breast Tomosynthesis.
IEEE Trans. Cybern., April, 2024

Domain adaptive noise reduction with iterative knowledge transfer and style generalization learning.
Medical Image Anal., 2024

Adaptive Critical Subgraph Mining for Cognitive Impairment Conversion Prediction with T1-MRI-based Brain Network.
CoRR, 2024

Adaptive noise-aware denoising network: Effective denoising for CT images with varying noise intensity.
Biomed. Signal Process. Control., 2024

A light-weight rectangular decomposition large kernel convolution network for deformable medical image registration.
Biomed. Signal Process. Control., 2024

2023
DB-DCAFN: dual-branch deformable cross-attention fusion network for bacterial segmentation.
Vis. Comput. Ind. Biomed. Art, December, 2023

CAPNet: Context attention pyramid network for computer-aided detection of microcalcification clusters in digital breast tomosynthesis.
Comput. Methods Programs Biomed., December, 2023

Low-Dose CT Image Synthesis for Domain Adaptation Imaging Using a Generative Adversarial Network With Noise Encoding Transfer Learning.
IEEE Trans. Medical Imaging, September, 2023

Unsupervised registration for liver CT-MR images based on the multiscale integrated spatial-weight module and dual similarity guidance.
Comput. Medical Imaging Graph., September, 2023

Machine learning-based bladder effusion estimation model construction on intravesical pressure data.
Biomed. Signal Process. Control., September, 2023

MLAGG-Net: Multi-level aggregation and global guidance network for pancreatic lesion segmentation in histopathological images.
Biomed. Signal Process. Control., September, 2023

Boundary-aware registration network for 4D-CT lung image with sliding motion.
Biomed. Signal Process. Control., September, 2023

Multimodal cross enhanced fusion network for diagnosis of Alzheimer's disease and subjective memory complaints.
Comput. Biol. Medicine, May, 2023

ICL-Net: Global and Local Inter-Pixel Correlations Learning Network for Skin Lesion Segmentation.
IEEE J. Biomed. Health Informatics, 2023

Dynamic Structural Brain Network Construction by Hierarchical Prototype Embedding GCN using T1-MRI.
CoRR, 2023

A self-supervised guided knowledge distillation framework for unpaired low-dose CT image denoising.
Comput. Medical Imaging Graph., 2023

X-ray CT image denoising with MINF: A modularized iterative network framework for data from multiple dose levels.
Comput. Biol. Medicine, 2023

Dynamic Structural Brain Network Construction by Hierarchical Prototype Embedding GCN Using T1-MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
Comparison of Diagnostic Test Accuracy of Cone-Beam Breast Computed Tomography and Digital Breast Tomosynthesis for Breast Cancer: A Systematic Review and Meta-Analysis Approach.
Sensors, 2022

CDFRegNet: A cross-domain fusion registration network for CT-to-CBCT image registration.
Comput. Methods Programs Biomed., 2022

IMIIN: An inter-modality information interaction network for 3D multi-modal breast tumor segmentation.
Comput. Medical Imaging Graph., 2022

CCN-CL: A content-noise complementary network with contrastive learning for low-dose computed tomography denoising.
Comput. Biol. Medicine, 2022

LMA-Net: A lesion morphology aware network for medical image segmentation towards breast tumors.
Comput. Biol. Medicine, 2022

Automatic multi-tissue segmentation in pancreatic pathological images with selected multi-scale attention network.
Comput. Biol. Medicine, 2022

NCRNet: Neighborhood Context Refinement Network for skin lesion segmentation.
Comput. Biol. Medicine, 2022

2021
3D Context-Aware Convolutional Neural Network for False Positive Reduction in Clustered Microcalcifications Detection.
IEEE J. Biomed. Health Informatics, 2021

Robust Mosaicing of Endomicroscopic Videos via Context-Weighted Correlation Ratio.
IEEE Trans. Biomed. Eng., 2021

High-resolution dermoscopy image synthesis with conditional generative adversarial networks.
Biomed. Signal Process. Control., 2021

Edge and neighborhood guidance network for 2D medical image segmentation.
Biomed. Signal Process. Control., 2021

Automatic pancreas segmentation in abdominal CT image with contrast enhancement block.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

2020
A Cross-Domain Metal Trace Restoring Network for Reducing X-Ray CT Metal Artifacts.
IEEE Trans. Medical Imaging, 2020

OCTRexpert: A Feature-Based 3D Registration Method for Retinal OCT Images.
IEEE Trans. Image Process., 2020

Locally Adaptive Total p-Variation Regularization for Non-Rigid Image Registration With Sliding Motion.
IEEE Trans. Biomed. Eng., 2020

Smoothed L0-Constraint Dictionary Learning for Low-Dose X-Ray CT Reconstruction.
IEEE Access, 2020

2019
Nonrigid Image Registration Using Spatially Region-Weighted Correlation Ratio and GPU-Acceleration.
IEEE J. Biomed. Health Informatics, 2019

Adversarial learning for deformable registration of brain MR image using a multi-scale fully convolutional network.
Biomed. Signal Process. Control., 2019

Hybrid Optimization Method (HOM) Reconstruction with limited angle in Dual Energy Breast CT.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2017
Direct point-based registration for precise non-rigid surface matching using Student's-t mixture model.
Biomed. Signal Process. Control., 2017

Non-rigid Registration of Retinal OCT Images Using Conditional Correlation Ratio.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

3D automatic MRI level set segmentation of inner ear based on statistical shape models prior.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2015
A Model of Regularization Parameter Determination in Low-Dose X-Ray CT Reconstruction Based on Dictionary Learning.
Comput. Math. Methods Medicine, 2015

2013
Retinal Image Graph-Cut Segmentation Algorithm Using Multiscale Hessian-Enhancement-Based Nonlocal Mean Filter.
Comput. Math. Methods Medicine, 2013

Volume-Rendering-Based Interactive 3D Measurement for Quantitative Analysis of 3D Medical Images.
Comput. Math. Methods Medicine, 2013

2011
Salient Feature Region: A New Method for Retinal Image Registration.
IEEE Trans. Inf. Technol. Biomed., 2011

Salient feature volume and its application in brain MRI image registration.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

2010
A Partial Intensity Invariant Feature Descriptor for Multimodal Retinal Image Registration.
IEEE Trans. Biomed. Eng., 2010

Retinal Fundus Image Registration via Vascular Structure Graph Matching.
Int. J. Biomed. Imaging, 2010

2008
A Novel Software Platform for Medical Image Processing and Analyzing.
IEEE Trans. Inf. Technol. Biomed., 2008


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