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Sichuan University: Chengdu, CN

(College of Computer Science)
Employment
Source: Self-asserted source
Jixiang Guo

Works (30)

Fully automated method for three-dimensional segmentation and fine classification of mixed dentition in cone-beam computed tomography using deep learning

Journal of Dentistry
2024-12 | Journal article
Contributors: Yupeng Hu; Chang Liu; Wei Liu; Yutao Xiong; Wei Zeng; Jinlong Chen; Xiang Li; Jixiang Guo; Wei Tang
Source: check_circle
Crossref

DiffMAR: A Generalized Diffusion Model for Metal Artifact Reduction in CT Images

IEEE Journal of Biomedical and Health Informatics
2024-11 | Journal article
Contributors: Tianxiao Cai; Xiang Li; Chenglan Zhong; Wei Tang; Jixiang Guo
Source: check_circle
Crossref

Automatic classification and segmentation of multiclass jaw lesions in cone-beam CT using deep learning

Dentomaxillofacial Radiology
2024-10-01 | Journal article
Part of ISSN: 0250-832X
Part of ISSN: 1476-542X
Contributors: Wei Liu; Xiang Li; Chang Liu; Ge Gao; Yutao Xiong; Tao Zhu; Wei Zeng; Jixiang Guo; Wei Tang
Source: Self-asserted source
Jixiang Guo

A Stage-Wise Residual Attention Generation Adversarial Network for Mandibular Defect Repairing and Reconstruction

International Journal of Neural Systems
2024-07 | Journal article
Contributors: Chenglan Zhong; Yutao Xiong; Wei Tang; Jixiang Guo
Source: check_circle
Crossref

Anchor Ball Regression Model for large-scale 3D skull landmark detection

Neurocomputing
2024-01 | Journal article
Contributors: Tao He; Guikun Xu; Li Cui; Wei Tang; Jie Long; Jixiang Guo
Source: check_circle
Crossref

An automatic methodology for full dentition maturity staging from OPG images using deep learning

Applied Intelligence
2023-12 | Journal article
Part of ISSN: 0924-669X
Part of ISSN: 1573-7497
Contributors: Wenxuan Dong; Meng You; Tao He; Jiaqi Dai; Yueting Tang; Yuchao Shi; Jixiang Guo
Source: Self-asserted source
Jixiang Guo

A scale-aware UNet++ model combined with attentional context supervision and adaptive Tversky loss for accurate airway segmentation

Applied Intelligence
2023-08 | Journal article
Contributors: Zunyun Ke; Xiuyuan Xu; Kai Zhou; Jixiang Guo
Source: check_circle
Crossref

Cascade-refine model for cephalometric landmark detection in high-resolution orthodontic images

Knowledge-Based Systems
2023-04 | Journal article
Contributors: Tao He; Jixiang Guo; Wei Tang; Wei Zeng; Ping He; Fanxin Zeng; Zhang Yi
Source: check_circle
Crossref

The Gap in the Thickness: Estimating Effectiveness of Pulmonary Nodule Detection in Thick- and Thin-Section CT Images with 3D Deep Neural Networks

Computer Methods and Programs in Biomedicine
2023-02 | Journal article
Part of ISSN: 0169-2607
Contributors: Quan Guo; Chengdi Wang; Jixiang Guo; Hongli Bai; Xiuyuan Xu; Lan Yang; Jianyong Wang; Nan Chen; Zihuai Wang; Yuncui Gan et al.
Source: Self-asserted source
Jixiang Guo

Multi-Label Softmax Networks for Pulmonary Nodule Classification Using Unbalanced and Dependent Categories

IEEE Transactions on Medical Imaging
2023-01 | Journal article
Contributors: Le Yi; Lei Zhang; Xiuyuan Xu; Jixiang Guo
Source: check_circle
Crossref

An intelligent system for craniomaxillofacial defecting reconstruction

International Journal of Intelligent Systems
2022-11 | Journal article
Part of ISSN: 0884-8173
Part of ISSN: 1098-111X
Contributors: Lei Xu; Yutao Xiong; Jixiang Guo; Wei Tang; Kelvin K. L. Wong; Zhang Yi
Source: Self-asserted source
Jixiang Guo

Metal artifact reduction for oral and maxillofacial computed tomography images by a generative adversarial network

Applied Intelligence
2022-09 | Journal article
Part of ISSN: 0924-669X
Part of ISSN: 1573-7497
Contributors: Lei Xu; Shanluo Zhou; Jixiang Guo; Weidong Tian; Wei Tang; Zhang Yi
Source: Self-asserted source
Jixiang Guo

Computer-aided diagnosis of breast cancer in ultrasonography images by deep learning

Neurocomputing
2022-02 | Journal article
Part of ISSN: 0925-2312
Contributors: Xiaofeng Qi; Fasheng Yi; Lei Zhang; Yao Chen; Yong Pi; Yuanyuan Chen; Jixiang Guo; Jianyong Wang; Quan Guo; Jilan Li et al.
Source: Self-asserted source
Jixiang Guo

Cephalometric landmark detection by considering translational invariance in the two-stage framework

Neurocomputing
2021-11 | Journal article
Part of ISSN: 0925-2312
Contributors: Tao He; Jie Yao; Weidong Tian; Zhang Yi; Wei Tang; Jixiang Guo
Source: Self-asserted source
Jixiang Guo

RPLS-Net: pulmonary lobe segmentation based on 3D fully convolutional networks and multi-task learning

International Journal of Computer Assisted Radiology and Surgery
2021-06 | Journal article
Part of ISSN: 1861-6410
Part of ISSN: 1861-6429
Contributors: Jinxin Liu; Chengdi Wang; Jixiang Guo; Jun Shao; Xiuyuan Xu; Xiaoxin Liu; Hongxia Li; Weimin Li; Zhang Yi
Source: Self-asserted source
Jixiang Guo

Automatic airway tree segmentation based on multi-scale context information

International Journal of Computer Assisted Radiology and Surgery
2021-02 | Journal article
Part of ISSN: 1861-6410
Part of ISSN: 1861-6429
Contributors: Kai Zhou; Nan Chen; Xiuyuan Xu; Zihuai Wang; Jixiang Guo; Lunxu Liu; Zhang Yi
Source: Self-asserted source
Jixiang Guo

MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks

Medical Image Analysis
2020-10 | Journal article
Contributors: Xiuyuan Xu; Chengdi Wang; Jixiang Guo; Yuncui Gan; Jianyong Wang; Hongli Bai; Lei Zhang; Weimin Li; Zhang Yi
Source: check_circle
Crossref

Multilabel classification by exploiting data‐driven pair‐wise label dependence

International Journal of Intelligent Systems
2020-09 | Journal article
Part of ISSN: 0884-8173
Part of ISSN: 1098-111X
Contributors: Tao He; Lei Zhang; Jixiang Guo; Zhang Yi
Source: Self-asserted source
Jixiang Guo

MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction

IEEE Journal of Biomedical and Health Informatics
2020-06 | Journal article
Part of ISSN: 2168-2194
Part of ISSN: 2168-2208
Contributors: Tao He; Jixiang Guo; Nan Chen; Xiuyuan Xu; Zihuai Wang; Kaiyu Fu; Lunxu Liu; Zhang Yi
Source: Self-asserted source
Jixiang Guo

Multi-task learning for the segmentation of organs at risk with label dependence

Medical Image Analysis
2020-04 | Journal article | Author
Part of ISSN: 1361-8415
Contributors: Tao He; Junjie Hu; Ying Song; Jixiang Guo; Zhang Yi
Source: Self-asserted source
Jixiang Guo

DeepLN: A framework for automatic lung nodule detection using multi-resolution CT screening images

Knowledge-Based Systems
2020-02 | Journal article
Part of ISSN: 0950-7051
Contributors: Xiuyuan Xu; Chengdi Wang; Jixiang Guo; Lan Yang; Hongli Bai; Weimin Li; Zhang Yi
Source: Self-asserted source
Jixiang Guo

DeepLNAnno: a Web-Based Lung Nodules Annotating System for CT Images

Journal of Medical Systems
2019-07 | Journal article
Part of ISSN: 0148-5598
Part of ISSN: 1573-689X
Contributors: Sihang Chen; Jixiang Guo; Chengdi Wang; Xiuyuan Xu; Zhang Yi; Weimin Li
Source: Self-asserted source
Jixiang Guo

An angle-based method for measuring the semantic similarity between visual and textual features

Soft Computing
2019-06 | Journal article
Part of ISSN: 1432-7643
Part of ISSN: 1433-7479
Contributors: Chenwei Tang; Jiancheng Lv; Yao Chen; Jixiang Guo
Source: Self-asserted source
Jixiang Guo

A collaborative contour detector by gradient and active contours for ultrasound kidney images

International Journal of Computer Mathematics
2019-06-03 | Journal article
Part of ISSN: 0020-7160
Part of ISSN: 1029-0265
Contributors: Kang Li; Jixiang Guo; Zhang Yi
Source: Self-asserted source
Jixiang Guo
grade
Preferred source (of 2)‎

Symmetric convolutional neural network for mandible segmentation

Knowledge-Based Systems
2018-11 | Journal article | Author
Part of ISSN: 0950-7051
Contributors: Ming Yan; Jixiang Guo; Weidong Tian; Zhang Yi
Source: Self-asserted source
Jixiang Guo

Novel algorithms for reducing bladder volume estimation error caused by scanning positions

International Journal of Computer Mathematics
2017-06-03 | Journal article
Part of ISSN: 0020-7160
Part of ISSN: 1029-0265
Contributors: Kang Li; Quan Guo; Jixiang Guo
Source: Self-asserted source
Jixiang Guo

Cell tracking using deep neural networks with multi-task learning

Image and Vision Computing
2017-04 | Journal article
Part of ISSN: 0262-8856
Contributors: Tao He; Hua Mao; Jixiang Guo; Zhang Yi
Source: Self-asserted source
Jixiang Guo

A surgical simulation system for predicting facial soft tissue deformation

Computational Visual Media
2016-06 | Journal article
Part of ISSN: 2096-0433
Part of ISSN: 2096-0662
Contributors: Xiaodong Tang; Jixiang Guo; Peng Li; Jiancheng Lv
Source: Self-asserted source
Jixiang Guo

Mesh quality oriented 3D geometric vascular modeling based on parallel transport frame

Computers in Biology and Medicine
2013-08 | Journal article
Part of ISSN: 0010-4825
Contributors: Jixiang Guo; Shun Li; Yim Pan Chui; Jing Qin; Pheng Ann Heng
Source: Self-asserted source
Jixiang Guo

A Novel FEM-Based Numerical Solver for Interactive Catheter Simulation in Virtual Catheterization

International Journal of Biomedical Imaging
2011 | Journal article
Part of ISSN: 1687-4188
Part of ISSN: 1687-4196
Contributors: Shun Li; Jing Qin; Jixiang Guo; Yim-Pan Chui; Pheng-Ann Heng
Source: Self-asserted source
Jixiang Guo

Peer review (51 reviews for 12 publications/grants)

Review activity for Applied intelligence. (10)
Review activity for Artificial intelligence in medicine. (1)
Review activity for Computerized medical imaging and graphics. (2)
Review activity for Computers in biology and medicine. (15)
Review activity for Data in brief. (2)
Review activity for Engineering applications of artificial intelligence. (6)
Review activity for Expert systems with applications. (8)
Review activity for Frontiers of Information Technology & Electronic Engineering. (1)
Review activity for Heliyon. (1)
Review activity for Journal of Imaging Informatics in Medicine. (1)
Review activity for Knowledge-based systems. (2)
Review activity for Medical engineering & physics. (2)