赵歆卓｜沈阳工业大学｜学者主页

期刊论文

2025

Lung Nodule Malignancy Classification On 3D CT Images Using a Cosine Similarity-Enhanced Graph Attention Network

Guiyuan Tong, Zhaofeng Xue, Tong Dang, Tiancheng Cao, Xinzhuo Zhao

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

DOI

2025

Pulmonary vessel segmentation in computed tomography images: a cascaded approach combining U-Net and parameter-adaptive fully connected conditional random fields

Zhaofeng Xue, Ying Sun, Guiyuan Tong, Zhao-Jie Wang, Xinzhuo Zhao

Quantitative Imaging in Medicine and Surgery

DOI

2023

Deep learning algorithm performance in contouring head and neck organs at risk: a systematic review and single-arm meta-analysis

Peiru Liu, Ying Sun, Xinzhuo Zhao, Ying Yan

BioMedical Engineering OnLine

DOI

2022

AutoCellANLS: An Automated Analysis System for Mycobacteria-Infected Cells Based on Unstained Micrograph

Yan Zhuang, Xinzhuo Zhao, Zhongbing Huang, Lin Han, Ke Chen, Jiang-Li Lin

Biomolecules

DOI

2019

A novel deep learning scheme for morphology-based classification of mycobacterial infection in unstained macrophages

Xinzhuo Zhao, Yan-Qing Bao, L. Wang, Wei Qian, Jianjun Sun

bioRxiv

DOI

2019

Fine-grained lung nodule segmentation with pyramid deconvolutional neural network

Xinzhuo Zhao, W. Sun, Wei Qian, Shou-Liang Qi, Jianjun Sun, Bo Zhang, Zhigang Yang

Medical Imaging

DOI

2019

Morphology-based classification of mycobacteria-infected macrophages with Convolutional Neural Network: reveal EsxA-induced morphological changes indistinguishable by naked eyes

Yan-Qing Bao, Xinzhuo Zhao, Lin Wang, Wei Qian, Jianjun Sun

Translational research : the journal of laboratory and clinical medicine

DOI

2019

Deep CNN models for pulmonary nodule classification: Model modification, model integration, and transfer learning

Xinzhuo Zhao, Shou-Liang Qi, Baihua Zhang, He Ma, W. Qian, Yu-Dong Yao, Jianjun Sun

Journal of X-Ray Science and Technology

DOI

2018

Agile convolutional neural network for pulmonary nodule classification using CT images

Xinzhuo Zhao, Li-Yao Liu, Shou-Liang Qi, Yue-Yang Teng, Jian-Hua Li, W. Qian

International Journal of Computer Assisted Radiology and Surgery

DOI

2018

CNN models discriminating between pulmonary micro-nodules and non-nodules from CT images

P. Monkam, Shou-Liang Qi, Mingjie Xu, Fangfang Han, Xinzhuo Zhao, W. Qian

BioMedical Engineering OnLine

DOI

2017

Content-based retrieval for lung nodule diagnosis using learned distance metric

Guohui Wei, He Ma, W. Qian, Hongyang Jiang, Xinzhuo Zhao

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

DOI

2017

A novel pixel value space statistics map of the pulmonary nodule for classification in computerized tomography images

Hong-Yang Jiang, He Ma, W. Qian, Guohui Wei, Xinzhuo Zhao, Meng-Di Gao

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

DOI

会议论文

2017

A content-based image retrieval scheme for identifying lung nodule malignancy levels

Guohui Wei, He Ma, W. Qian, Xinzhuo Zhao

Chinese Control and Decision Conference

DOI

预印本

2024

Accurate Cell Instance Segmentation Using a one-shot Generalized segmentation model and Energy Gradient Fields

Xinzhuo Zhao, Bing Yu Liu, Lin Zheng, Yanqing Bao, Guiyuan Tong, Zhaofeng Xue

Research Square

DOI

2024

Radiomics improves the prognosis assessment of glioma recurrences: Focus on reliability analysis of MRI features

Linlin Li, Ying Yan, Jiaxin Zhang, Zhiru Lv, Bing Yu Liu, Guiyuan Tong, Zhaofeng Xue, Ying Sun, Xinzhuo Zhao

Research Square

DOI

2024

Multi-task Deep Learning Pipeline for Irregular Macrophage Segmentation fusing Enhanced Microscopy Images and Auxiliary Boundary Maps

Lin Zheng, Weimin Lei, Xinzhuo Zhao, Yanqing Bao

Research Square

DOI

赵歆卓

精选作品

期刊论文

Lung Nodule Malignancy Classification On 3D CT Images Using a Cosine Similarity-Enhanced Graph Attention Network

Pulmonary vessel segmentation in computed tomography images: a cascaded approach combining U-Net and parameter-adaptive fully connected conditional random fields

Deep learning algorithm performance in contouring head and neck organs at risk: a systematic review and single-arm meta-analysis

AutoCellANLS: An Automated Analysis System for Mycobacteria-Infected Cells Based on Unstained Micrograph

A novel deep learning scheme for morphology-based classification of mycobacterial infection in unstained macrophages

Fine-grained lung nodule segmentation with pyramid deconvolutional neural network

Morphology-based classification of mycobacteria-infected macrophages with Convolutional Neural Network: reveal EsxA-induced morphological changes indistinguishable by naked eyes

Deep CNN models for pulmonary nodule classification: Model modification, model integration, and transfer learning

Agile convolutional neural network for pulmonary nodule classification using CT images

CNN models discriminating between pulmonary micro-nodules and non-nodules from CT images

Content-based retrieval for lung nodule diagnosis using learned distance metric

A novel pixel value space statistics map of the pulmonary nodule for classification in computerized tomography images

会议论文

A content-based image retrieval scheme for identifying lung nodule malignancy levels

预印本

Accurate Cell Instance Segmentation Using a one-shot Generalized segmentation model and Energy Gradient Fields

Radiomics improves the prognosis assessment of glioma recurrences: Focus on reliability analysis of MRI features

Multi-task Deep Learning Pipeline for Irregular Macrophage Segmentation fusing Enhanced Microscopy Images and Auxiliary Boundary Maps

研究方向