A pseudo-3D coarse-to-fine architecture for 3D medical landmark detection. - Cui, Li; Liu, Boyan; Xu, Guikun; Guo, Jixiang; Tang, Wei; He, Tao (Neurocomputing, 2025)

A Stage-Wise Residual Attention Generation Adversarial Network for Mandibular Defect Repairing and Reconstruction. - Zhong, Chenglan; Xiong, Yutao; Tang, Wei; Guo, Jixiang (Int. J. Neural Syst., 2024)

Anchor Ball Regression Model for large-scale 3D skull landmark detection. - He, Tao; Xu, Guikun; Cui, Li; Tang, Wei; Long, Jie; Guo, Jixiang (Neurocomputing, 2024)

DiffMAR: A Generalized Diffusion Model for Metal Artifact Reduction in CT Images. - Cai, Tianxiao; Li, Xiang; Zhong, Chenglan; Tang, Wei; Guo, Jixiang (IEEE J. Biomed. Health Informatics, 2024)

A scale-aware UNet++ model combined with attentional context supervision and adaptive Tversky loss for accurate airway segmentation. - Ke, Zunyun; Xu, Xiuyuan; Zhou, Kai; Guo, Jixiang (Appl. Intell., 2023)

An automatic methodology for full dentition maturity staging from OPG images using deep learning. - Dong, Wenxuan; You, Meng; He, Tao; Dai, Jiaqi; Tang, Yueting; Shi, Yuchao; Guo, Jixiang (Appl. Intell., 2023)

The Gap in the Thickness: Estimating Effectiveness of Pulmonary Nodule Detection in Thick- and Thin-Section CT Images with 3D Deep Neural Networks. - Guo, Quan; Wang, Chengdi; Guo, Jixiang; Bai, Hongli; Xu, Xiuyuan; Yang, Lan; Wang, Jianyong; Chen, Nan; Wang, Zihuai; Gan, Yuncui; Liu, Lunxu; Li, Weimin; et al. (Comput. Methods Programs Biomed., 2023)

Cascade-refine model for cephalometric landmark detection in high-resolution orthodontic images. - He, Tao; Guo, Jixiang; Tang, Wei; Zeng, Wei; He, Ping; Zeng, Fanxin; Yi, Zhang (Knowl. Based Syst., 2023)

LatLRR-CNN: an infrared and visible image fusion method combining latent low-rank representation and CNN. - Yang, Yong; Gao, Chengrui; Ming, Zhangqiang; Guo, Jixiang; Leopold, Edou; Cheng, Junlong; Zuo, Jie; Zhu, Min (Multim. Tools Appl., 2023)

Multi-Label Softmax Networks for Pulmonary Nodule Classification Using Unbalanced and Dependent Categories. - Yi, Le; Zhang, Lei; Xu, Xiuyuan; Guo, Jixiang (IEEE Trans. Medical Imaging, 2023)

Metal artifact reduction for oral and maxillofacial computed tomography images by a generative adversarial network. - Xu, Lei; Zhou, Shanluo; Guo, Jixiang; Tian, Weidong; Tang, Wei; Yi, Zhang (Appl. Intell., 2022)

An intelligent system for craniomaxillofacial defecting reconstruction. - Xu, Lei; Xiong, Yutao; Guo, Jixiang; Tang, Wei; Wong, Kelvin Kian Loong; Yi, Zhang (Int. J. Intell. Syst., 2022)

Computer-aided diagnosis of breast cancer in ultrasonography images by deep learning. - Qi, Xiaofeng; Yi, Fasheng; Zhang, Lei; Chen, Yao; Pi, Yong; Chen, Yuanyuan; Guo, Jixiang; Wang, Jianyong; Guo, Quan; Li, Jilan; Chen, Yi; Lv, Qing; et al. (Neurocomputing, 2022)

Automatic Diagnose of Drug-Resistance Tuberculosis from CT Images Based on Deep Neural Networks. - Du, Qiuyu; Liang, Shufan; Guo, Jixiang; Yi, Zhang; Li, Weiming; Wang, Chengdi; Xu, Xiuyuan (2022)

Automatic airway tree segmentation based on multi-scale context information. - Zhou, Kai; Chen, Nan; Xu, Xiuyuan; Wang, Zihuai; Guo, Jixiang; Liu, Lunxu; Yi, Zhang (Int. J. Comput. Assist. Radiol. Surg., 2021)

RPLS-Net: pulmonary lobe segmentation based on 3D fully convolutional networks and multi-task learning. - Liu, Jinxin; Wang, Chengdi; Guo, Jixiang; Shao, Jun; Xu, Xiuyuan; Liu, Xiaoxin; Li, Hongxia; Li, Weimin; Yi, Zhang (Int. J. Comput. Assist. Radiol. Surg., 2021)

Cephalometric landmark detection by considering translational invariance in the two-stage framework. - He, Tao; Yao, Jie; Tian, Weidong; Yi, Zhang; Tang, Wei; Guo, Jixiang (Neurocomputing, 2021)

Application of Internet Plus: TCM Clinical Intelligent Decision Making. - Xie, Jun; Dang, Sijie; Xu, Xiuyuan; Guo, Jixiang; Zhang, Xiaozhi; Yi, Zhang (2021)

Multilabel classification by exploiting data-driven pair-wise label dependence. - He, Tao; Zhang, Lei; Guo, Jixiang; Yi, Zhang (Int. J. Intell. Syst., 2020)

DeepLN: A framework for automatic lung nodule detection using multi-resolution CT screening images. - Xu, Xiuyuan; Wang, Chengdi; Guo, Jixiang; Yang, Lan; Bai, Hongli; Li, Weimin; Yi, Zhang (Knowl. Based Syst., 2020)

Multi-task learning for the segmentation of organs at risk with label dependence. - He, Tao; Hu, Junjie; Song, Ying; Guo, Jixiang; Yi, Zhang (Medical Image Anal., 2020)

MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks. - Xu, Xiuyuan; Wang, Chengdi; Guo, Jixiang; Gan, Yuncui; Wang, Jianyong; Bai, Hongli; Zhang, Lei; Li, Weimin; Yi, Zhang (Medical Image Anal., 2020)

MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction. - He, Tao; Guo, Jixiang; Chen, Nan; Xu, Xiuyuan; Wang, Zihuai; Fu, Kaiyu; Liu, Lunxu; Yi, Zhang (IEEE J. Biomed. Health Informatics, 2020)

Diagnosis of Diabetic Retinopathy Using Deep Neural Networks. - Gao, Zhentao; Li, Jie; Guo, Jixiang; Chen, Yuanyuan; Yi, Zhang; Zhong, Jie (IEEE Access, 2019)

A collaborative contour detector by gradient and active contours for ultrasound kidney images. - Li, Kang; Guo, Jixiang; Yi, Zhang (Int. J. Comput. Math., 2019)

DeepLNAnno: a Web-Based Lung Nodules Annotating System for CT Images. - Chen, Sihang; Guo, Jixiang; Wang, Chengdi; Xu, Xiuyuan; Yi, Zhang; Li, Weimin (J. Medical Syst., 2019)

An angle-based method for measuring the semantic similarity between visual and textual features. - Tang, Chenwei; Lv, Jiancheng; Chen, Yao; Guo, Jixiang (Soft Comput., 2019)

An Interactive System for Detection and Analysis of Mandibular Cystic Lesions. - Guo, Jixiang; Zhang, Lei; Chen, Yuanyuan; Tang, Wei (2019)

Multi-task Learning for the Segmentation of Thoracic Organs at Risk in CT images. - He, Tao; Guo, Jixiang; Wang, Jianyong; Xu, Xiuyuan; Yi, Zhang (2019)

DeepCXray: Automatically Diagnosing Diseases on Chest X-Rays Using Deep Neural Networks. - Xu, Xiuyuan; Guo, Quan; Guo, Jixiang; Yi, Zhang (IEEE Access, 2018)

Local feature based multi-view discriminant analysis. - Hu, Peng; Peng, Dezhong; Guo, Jixiang; Zhen, Liangli (Knowl. Based Syst., 2018)

Symmetric convolutional neural network for mandible segmentation. - Yan, Ming; Guo, Jixiang; Tian, Weidong; Yi, Zhang (Knowl. Based Syst., 2018)

Classification model of restricted Boltzmann machine based on reconstruction error. - Yin, Jing; Lv, Jiancheng; Sang, Yongsheng; Guo, Jixiang (Neural Comput. Appl., 2018)

Novel algorithms for reducing bladder volume estimation error caused by scanning positions. - Li, Kang; Guo, Quan; Guo, Jixiang (Int. J. Comput. Math., 2017)

Cell tracking using deep neural networks with multi-task learning. - He, Tao; Mao, Hua; Guo, Jixiang; Yi, Zhang (Image Vis. Comput., 2017)

A surgical simulation system for predicting facial soft tissue deformation. - Tang, Xiaodong; Guo, Jixiang; Li, Peng; Lv, Jiancheng (Comput. Vis. Media, 2016)

Mesh quality oriented 3D geometric vascular modeling based on parallel transport frame. - Guo, Jixiang; Li, Shun; Chui, Yim-Pan; Qin, Jing; Heng, Pheng-Ann (Comput. Biol. Medicine, 2013)

A Catheterization-Training Simulator Based on a Fast Multigrid Solver. - Li, Shun; Guo, Jixiang; Wang, Qiong; Meng, Qiang; Chui, Yim-Pan; Qin, Jing; Heng, Pheng-Ann (IEEE Computer Graphics and Applications, 2012)

Xue guan jie ru fang she ji shu de mo ni. - Guo, Jixiang (2011)

A Novel FEM-Based Numerical Solver for Interactive Catheter Simulation in Virtual Catheterization. - Li, Shun; Qin, Jing; Guo, Jixiang; Chui, Yim-Pan; Heng, Pheng-Ann (Int. J. Biomed. Imaging, 2011)

Perception-aware Depth Cueing for Illustrative Vascular Visualization. - Chu, Alan; Chan, Wing-Yin; Guo, Jixiang; Pang, Wai-Man; Heng, Pheng-Ann (2008)