MAF-UNet3+: A multi-scale attention frequency network for mandibular defect inpainting and reconstruction on 3D CT images.

Jixiang Guo https://orcid.org/0000-0002-1678-8205

Siyu Yang Yiling Gong Fangfang Yu Wei Tang Xi Wang 0013 Jixiang Guo MAF-UNet3+: A multi-scale attention frequency network for mandibular defect inpainting and reconstruction on 3D CT images. 2026 104349 133 Inf. Fusion https://doi.org/10.1016/j.inffus.2026.104349 db/journals/inffus/inffus133.html#YangGYTWG26 streams/journals/inffus

Xiang Li 0210 Wei Liu Wei Tang Jixiang Guo Dense image-mask attention-guided transformer network for jaw lesions classification and segmentation in dental cone-beam computed tomography images. 499 2025 April 55 Appl. Intell. 6 https://doi.org/10.1007/s10489-025-06408-2 db/journals/apin/apin55.html#LiLTG25 streams/journals/apin

Yilin Hu Yunan Zhang Wei Tang Jixiang Guo An enhanced encoder-decoder network for temporomandibular joint segmentation in magnetic resonance images. 112054 2025 161 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.112054 db/journals/eaai/eaai161.html#HuZTG25 streams/journals/eaai

Li Cui Boyan Liu Guikun Xu Jixiang Guo Wei Tang Tao He 0016 A pseudo-3D coarse-to-fine architecture for 3D medical landmark detection. 128782 2025 614 Neurocomputing https://doi.org/10.1016/j.neucom.2024.128782 db/journals/ijon/ijon614.html#CuiLXGTH25 streams/journals/ijon

Wyclif Kiyingi Ruiying Xiong Yan Jin Jixiang Guo Geological carbon dioxide storage and subsurface rock mechanics - geomechanical risks, modelling practices, and risk mitigation strategies. 103195 2025 144 Simul. Model. Pract. Theory https://doi.org/10.1016/j.simpat.2025.103195 db/journals/simpra/simpra144.html#KiyingiXJG25 streams/journals/simpra

Hailin Zhu Xiang Li 0210 Tao He 0016 Boyan Liu Wei Tang Jixiang Guo Enhanced Landmark Detection in Oral and Maxillofacial CT and CBCT Scans: A Multistage Global-Local Integration Approach. 1-17 2025 74 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2025.3571083 db/journals/tim/tim74.html#ZhuLHLTG25 streams/journals/tim

Chenglan Zhong Yutao Xiong Wei Tang Jixiang Guo A Stage-Wise Residual Attention Generation Adversarial Network for Mandibular Defect Repairing and Reconstruction. 2450033:1-2450033:18 2024 July 34 Int. J. Neural Syst. 7 https://doi.org/10.1142/S0129065724500333 db/journals/ijns/ijns34.html#ZhongXTG24 streams/journals/ijns

Tao He 0016 Guikun Xu Li Cui Wei Tang Jie Long Jixiang Guo Anchor Ball Regression Model for large-scale 3D skull landmark detection. 127051 2024 January 567 Neurocomputing https://doi.org/10.1016/j.neucom.2023.127051 db/journals/ijon/ijon567.html#HeXCTLG24

Tianxiao Cai Xiang Li 0210 Chenglan Zhong Wei Tang Jixiang Guo DiffMAR: A Generalized Diffusion Model for Metal Artifact Reduction in CT Images. 6712-6724 2024 November 28 IEEE J. Biomed. Health Informatics 11 https://doi.org/10.1109/JBHI.2024.3439729 db/journals/titb/titb28.html#CaiLZTG24 streams/journals/titb

Zunyun Ke Xiuyuan Xu Kai Zhou 0004 Jixiang Guo A scale-aware UNet++ model combined with attentional context supervision and adaptive Tversky loss for accurate airway segmentation. 18138-18154 2023 August 53 Appl. Intell. 15 https://doi.org/10.1007/s10489-022-04380-9 db/journals/apin/apin53.html#KeXZG23

Wenxuan Dong Meng You Tao He 0016 Jiaqi Dai Yueting Tang Yuchao Shi Jixiang Guo An automatic methodology for full dentition maturity staging from OPG images using deep learning. 29514-29536 2023 December 53 Appl. Intell. 23 https://doi.org/10.1007/s10489-023-05096-0 db/journals/apin/apin53.html#DongYHDTSG23

Quan Guo Chengdi Wang Jixiang Guo Hongli Bai Xiuyuan Xu Lan Yang Jianyong Wang 0002 Nan Chen Zihuai Wang Yuncui Gan Lunxu Liu Weimin Li 0003 Zhang Yi 0001 The Gap in the Thickness: Estimating Effectiveness of Pulmonary Nodule Detection in Thick- and Thin-Section CT Images with 3D Deep Neural Networks. 107290 2023 February 229 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2022.107290 db/journals/cmpb/cmpb229.html#GuoWGBXYWCWGLLY23

Tao He 0016 Jixiang Guo Wei Tang Wei Zeng Ping He Fanxin Zeng Zhang Yi 0001 Cascade-refine model for cephalometric landmark detection in high-resolution orthodontic images. 110332 2023 April 265 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2023.110332 db/journals/kbs/kbs265.html#HeGTZHZY23

Yong Yang Chengrui Gao Zhangqiang Ming Jixiang Guo Edou Leopold Junlong Cheng Jie Zuo Min Zhu 0005 LatLRR-CNN: an infrared and visible image fusion method combining latent low-rank representation and CNN. 36303-36323 2023 September 82 Multim. Tools Appl. 23 https://doi.org/10.1007/s11042-023-14967-0 db/journals/mta/mta82.html#YangGMGLCZZ23

Le Yi Lei Zhang 0005 Xiuyuan Xu Jixiang Guo Multi-Label Softmax Networks for Pulmonary Nodule Classification Using Unbalanced and Dependent Categories. 317-328 2023 42 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2022.3211085 db/journals/tmi/tmi42.html#YiZXG23

Lei Xu 0044 Shanluo Zhou Jixiang Guo Weidong Tian Wei Tang Zhang Yi 0001 Metal artifact reduction for oral and maxillofacial computed tomography images by a generative adversarial network. 13184-13194 2022 52 Appl. Intell. 11 https://doi.org/10.1007/s10489-021-02905-2 db/journals/apin/apin52.html#XuZGTTY22

Lei Xu 0044 Yutao Xiong Jixiang Guo Wei Tang Kelvin Kian Loong Wong Zhang Yi 0001 An intelligent system for craniomaxillofacial defecting reconstruction. 9461-9479 2022 37 Int. J. Intell. Syst. 11 https://doi.org/10.1002/int.23006 db/journals/ijis/ijis37.html#XuXGTWY22

Xiaofeng Qi Fasheng Yi Lei Zhang 0005 Yao Chen Yong Pi Yuanyuan Chen 0006 Jixiang Guo Jianyong Wang 0002 Quan Guo Jilan Li Yi Chen 0034 Qing Lv Zhang Yi 0001 Computer-aided diagnosis of breast cancer in ultrasonography images by deep learning. 152-165 2022 472 Neurocomputing https://doi.org/10.1016/j.neucom.2021.11.047 db/journals/ijon/ijon472.html#QiYZCPCGWGLCLY22

Qiuyu Du Shufan Liang Jixiang Guo Zhang Yi 0001 Weiming Li Chengdi Wang Xiuyuan Xu Automatic Diagnose of Drug-Resistance Tuberculosis from CT Images Based on Deep Neural Networks. 256-267 2022 CICAI (2) https://doi.org/10.1007/978-3-031-20500-2_21 conf/cicai/2022-2 db/conf/cicai/cicai2022-2.html#DuLGYLWX22

Kai Zhou 0004 Nan Chen Xiuyuan Xu Zihuai Wang Jixiang Guo Lunxu Liu Zhang Yi 0001 Automatic airway tree segmentation based on multi-scale context information. 219-230 2021 16 Int. J. Comput. Assist. Radiol. Surg. 2 https://doi.org/10.1007/s11548-020-02293-x db/journals/cars/cars16.html#ZhouCXWGLY21

Jinxin Liu Chengdi Wang Jixiang Guo Jun Shao Xiuyuan Xu Xiaoxin Liu Hongxia Li Weimin Li 0003 Zhang Yi 0001 RPLS-Net: pulmonary lobe segmentation based on 3D fully convolutional networks and multi-task learning. 895-904 2021 16 Int. J. Comput. Assist. Radiol. Surg. 6 https://doi.org/10.1007/s11548-021-02360-x db/journals/cars/cars16.html#LiuWGSXLLLY21

Tao He 0016 Jie Yao Weidong Tian Zhang Yi 0001 Wei Tang Jixiang Guo Cephalometric landmark detection by considering translational invariance in the two-stage framework. 15-26 2021 464 Neurocomputing https://doi.org/10.1016/j.neucom.2021.08.042 db/journals/ijon/ijon464.html#HeYTYTG21

Jun Xie Sijie Dang Xiuyuan Xu Jixiang Guo Xiaozhi Zhang Zhang Yi 0001 Application of Internet Plus: TCM Clinical Intelligent Decision Making. 331-338 2021 ICSI (2) https://doi.org/10.1007/978-3-030-78811-7_32 conf/swarm/2021-2 db/conf/swarm/icsi2021-2.html#XieDXGZ021

Tao He 0016 Lei Zhang 0005 Jixiang Guo Zhang Yi 0001 Multilabel classification by exploiting data-driven pair-wise label dependence. 1375-1396 2020 35 Int. J. Intell. Syst. 9 https://doi.org/10.1002/int.22257 db/journals/ijis/ijis35.html#HeZGY20

Xiuyuan Xu Chengdi Wang Jixiang Guo Lan Yang Hongli Bai Weimin Li 0003 Zhang Yi 0001 DeepLN: A framework for automatic lung nodule detection using multi-resolution CT screening images. 2020 189 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2019.105128 https://www.wikidata.org/entity/Q127030513 db/journals/kbs/kbs189.html#XuWGYBLY20

Tao He 0016 Junjie Hu 0004 Ying Song Jixiang Guo Zhang Yi 0001 Multi-task learning for the segmentation of organs at risk with label dependence. 101666 2020 61 Medical Image Anal. https://doi.org/10.1016/j.media.2020.101666 https://www.wikidata.org/entity/Q89729877 db/journals/mia/mia61.html#HeHSGY20

Xiuyuan Xu Chengdi Wang Jixiang Guo Yuncui Gan Jianyong Wang 0002 Hongli Bai Lei Zhang 0005 Weimin Li 0003 Zhang Yi 0001 MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks. 101772 2020 65 Medical Image Anal. https://doi.org/10.1016/j.media.2020.101772 https://www.wikidata.org/entity/Q97561085 db/journals/mia/mia65.html#XuWGGWBZLY20

Tao He 0016 Jixiang Guo Nan Chen Xiuyuan Xu Zihuai Wang Kaiyu Fu Lunxu Liu Zhang Yi 0001 MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction. 1762-1771 2020 24 IEEE J. Biomed. Health Informatics 6 https://doi.org/10.1109/JBHI.2019.2949601 https://www.wikidata.org/entity/Q91032744 db/journals/titb/titb24.html#HeGCXWFLY20

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Sihang Chen Jixiang Guo Chengdi Wang Xiuyuan Xu Zhang Yi 0001 Weimin Li 0003 DeepLNAnno: a Web-Based Lung Nodules Annotating System for CT Images. 197:1-197:9 2019 43 J. Medical Syst. 7 https://doi.org/10.1007/s10916-019-1258-9 https://www.wikidata.org/entity/Q92232299 db/journals/jms/jms43.html#ChenGWXYL19

Chenwei Tang Jiancheng Lv 0001 Yao Chen Jixiang Guo An angle-based method for measuring the semantic similarity between visual and textual features. 4041-4050 2019 23 Soft Comput. 12 https://doi.org/10.1007/s00500-018-3051-y db/journals/soco/soco23.html#TangLCG19

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