Deqiang Xiao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 46

Top Topics

Respiratory Motion

Surgical Planning

Image Segmentation

Top Venues

Comput. Biol. Medicine

IEEE J. Biomed. Health Informatics

Publications

Shuo Yang, Yongtian Wang, Danni Ai, Haixiao Geng, Daya Zhang, Deqiang Xiao, Hong Song, Mingyang Li, Jian Yang
Augmented Reality Navigation System for Biliary Interventional Procedures With Dynamic Respiratory Motion Correction. IEEE Trans. Biomed. Eng. 71 (2) (2024)
Mingyang Lei, Hong Song, Jingfan Fan, Deqiang Xiao, Danni Ai, Ying Gu, Jian Yang
GAA: Ghost Adversarial Attack for Object Tracking. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Su Huang, Tianyu Fu, Xiaowei Han, Jingfan Fan, Hong Song, Deqiang Xiao, Guolin Ma, Jian Yang
Domain base dynamic convolution and distance map guidance for anterior mediastinal lesion segmentation. Knowl. Based Syst. 296 (2024)
Sigeng Chen, Jingfan Fan, Yang Ding, Haixiao Geng, Danni Ai, Deqiang Xiao, Hong Song, Yining Wang, Jian Yang
PEA-Net: A progressive edge information aggregation network for vessel segmentation. Comput. Biol. Medicine 169 (2024)
Long Shao, Tianyu Fu, Yucong Lin, Deqiang Xiao, Danni Ai, Tao Zhang, Jingfan Fan, Hong Song, Jian Yang
Facial augmented reality based on hierarchical optimization of similarity aspect graph. Comput. Methods Programs Biomed. 248 (2024)
Xiaoyang Chen, Qin Liu, Hannah H. Deng, Tianshu Kuang, Hung-Ying Lin, Deqiang Xiao, Jaime Gateno, James J. Xia, Pew-Thian Yap
Improving image segmentation with contextual and structural similarity. Pattern Recognit. 152 (2024)
Baoting Wang, Deqiang Xiao, Shuo Wang, Danni Ai, Yurong Jiang, Ping Liang, Xiaoling Yu, Jian Yang
MA-Net: A MLP-based Attentional Deep Network for Segmentation of Liver Tumor Ablation Region from 2D Ultrasound Image. ICIGP (2024)
Weida Xie, Ruina Zhao, Tianxiang Li, Deqiang Xiao, Baoting Wang, Hong Song, Meng Yang, Jian Yang
RFF-Net: A Refined Feature Feedback Network for Muscle Ultrasound Image Segmentation with Feature Subtraction and Deep Supervision. ICIGP (2024)
Mingyang Lei, Jingfan Fan, Long Shao, Hong Song, Deqiang Xiao, Danni Ai, Tianyu Fu, Ying Gu, Jian Yang
Double-Shot 3D Shape Measurement with a Dual-Branch Network. CoRR (2024)
Zhao Zheng, Jingfan Fan, Long Shao, Heqiang Yang, Liming Zhao, Hong Song, Danni Ai, Tianyu Fu, Deqiang Xiao, Yongtian Wang, Jian Yang
Affine Constrained Binocular Camera Calibration With Planar Target Single-Axis Translating. IEEE Trans. Instrum. Meas. 73 (2024)
Jingshu Li, Tianyu Fu, Hong Song, Jingfan Fan, Deqiang Xiao, Yucong Lin, Ying Gu, Jian Yang
Embedding-Alignment Fusion-Based Graph Convolution Network With Mixed Learning Strategy for 4D Medical Image Reconstruction. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Jiaju Zhang, Tianyu Fu, Deqiang Xiao, Jingfan Fan, Hong Song, Danni Ai, Jian Yang
Bi-Fusion of Structure and Deformation at Multi-Scale for Joint Segmentation and Registration. IEEE Trans. Image Process. 33 (2024)
Qing Yan, Deqiang Xiao, Yaosong Jia, Danni Ai, Jingfan Fan, Hong Song, Cheng Xu, Yining Wang, Jian Yang
A multi-dimensional CFD framework for fast patient-specific fractional flow reserve prediction. Comput. Biol. Medicine 168 (2024)
Dingkun Liu, Danni Ai, Tianyu Fu, Yuanjin Gao, Jingfan Fan, Hong Song, Deqiang Xiao, Ping Liang, Jian Yang
Local Contractive Registration With Biomechanical Model: Assessing Microwave Ablation After Compensation for Tissue Shrinkage. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Dongsheng Ma, Tianyu Fu, Yifei Yang, Kaibin Cao, Jingfan Fan, Deqiang Xiao, Hong Song, Ying Gu, Jian Yang
Fusion-competition framework of local topology and global texture for head pose estimation. Pattern Recognit. 149 (2024)
Yifan Wang, Tianyu Fu, Xinyu Chen, Jingfan Fan, Deqiang Xiao, Hong Song, Ping Liang, Jian Yang
Self-supervised local rotation-stable descriptors for 3D ultrasound registration using translation equivariant FCN. Pattern Recognit. 150 (2024)
Shiyuan Liu, Jingfan Fan, Yun Yang, Deqiang Xiao, Danni Ai, Hong Song, Yongtian Wang, Jian Yang
Monocular endoscopy images depth estimation with multi-scale residual fusion. Comput. Biol. Medicine 169 (2024)
Lei Ma, Chunfeng Lian, Dae-Seung Kim, Deqiang Xiao, Dongming Wei, Qin Liu, Tianshu Kuang, Maryam Ghanbari, Guoshi Li, Jaime Gateno, Steve Guo-Fang Shen, Li Wang, Dinggang Shen, James J. Xia, Pew-Thian Yap
Bidirectional prediction of facial and bony shapes for orthognathic surgical planning. Medical Image Anal. 83 (2023)
Lei Ma, Deqiang Xiao, Daeseung Kim, Chunfeng Lian, Tianshu Kuang, Qin Liu, Hannah H. Deng, Erkun Yang, Michael A. K. Liebschner, Jaime Gateno, James J. Xia, Pew-Thian Yap
Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning. IEEE Trans. Medical Imaging 42 (2) (2023)
Yucong Lin, Jia Li, Huan Xiao, Lujie Zheng, Ying Xiao, Hong Song, Jingfan Fan, Deqiang Xiao, Danni Ai, Tianyu Fu, Feifei Wang, Han Lv, Jian Yang
Automatic literature screening using the PAJO deep-learning model for clinical practice guidelines. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Yujia Yuan, Deqiang Xiao, Shuo Yang, Zongyu Li, Haixiao Geng, Ying Gu, Jian Yang
AFF-NET: An Adaptive Feature Fusion Network For Liver Vessel Segmentation From CT Images. ISBI (2023)
Shuo Yang, Danni Ai, Deqiang Xiao, Feng Duan, Yujia Yuan, Jian Yang
CPSS-Net: A Cross-pseudo Semi-supervised Network for Liver Vessel Segmentation from CTA Images. BIBM (2023)
Li Ji, Qinghui Zhu, Yongqin Zhang, Juanjuan Yin, Ruyi Wei, Jinsheng Xiao, Deqiang Xiao, Guoying Zhao
Cross-domain heterogeneous residual network for single image super-resolution. Neural Networks 149 (2022)
Xianqi Meng, Jingfan Fan, Hongwei Yu, Jinrong Mu, Zongyu Li, Aocai Yang, Bing Liu, Kuan Lv, Danni Ai, Yucong Lin, Hong Song, Tianyu Fu, Deqiang Xiao, Guolin Ma, Jian Yang, Ying Gu
Volume-awareness and outlier-suppression co-training for weakly-supervised MRI breast mass segmentation with partial annotations. Knowl. Based Syst. 258 (2022)
Yankun Lang, Chunfeng Lian, Deqiang Xiao, Han Deng, Kim-Han Thung, Peng Yuan, Jaime Gateno, Tianshu Kuang, David M. Alfi, Li Wang, Dinggang Shen, James J. Xia, Pew-Thian Yap
Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning. IEEE Trans. Medical Imaging 41 (10) (2022)
Yucong Lin, Jinhua Su, Yuhang Li, Yuhao Wei, Hanchao Yan, Saining Zhang, Jiaan Luo, Danni Ai, Hong Song, Jingfan Fan, Tianyu Fu, Deqiang Xiao, Feifei Wang, Jue Hou, Jian Yang
High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss. CoRR (2022)
Lei Ma, Daeseung Kim, Chunfeng Lian, Deqiang Xiao, Tianshu Kuang, Qin Liu, Yankun Lang, Hannah H. Deng, Jaime Gateno, Ye Wu, Erkun Yang, Michael A. K. Liebschner, James J. Xia, Pew-Thian Yap
Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning. MICCAI (4) (2021)
Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection. CoRR (2021)
Deqiang Xiao, Hannah H. Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guo-Fang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia
A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning. CoRR (2021)
Baochun He, Dalong Yin, Xiaoxia Chen, Huoling Luo, Deqiang Xiao, Mu He, Guisheng Wang, Chihua Fang, Lianxin Liu, Fucang Jia
A study of generalization and compatibility performance of 3D U-Net segmentation on multiple heterogeneous liver CT datasets. BMC Medical Imaging 21 (1) (2021)
Deqiang Xiao, Hannah H. Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guo-Fang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia
A Self-supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning. MICCAI (4) (2021)
Deqiang Xiao, Chunfeng Lian, Li Wang, Hannah H. Deng, Hung-Ying Lin, Kim-Han Thung, Jihua Zhu, Peng Yuan, Leonel Perez Jr., Jaime Gateno, Steve Guo-Fang Shen, Pew-Thian Yap, James J. Xia, Dinggang Shen
Estimating Reference Shape Model for Personalized Surgical Reconstruction of Craniomaxillofacial Defects. IEEE Trans. Biomed. Eng. 68 (2) (2021)
Deqiang Xiao, Chunfeng Lian, Han Deng, Tianshu Kuang, Qin Liu, Lei Ma, Daeseung Kim, Yankun Lang, Xu Chen, Jaime Gateno, Steve Guo-Fang Shen, James J. Xia, Pew-Thian Yap
Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Qin Liu, Chunfeng Lian, Deqiang Xiao, Lei Ma, Hannah H. Deng, Xu Chen, Dinggang Shen, Pew-Thian Yap, James J. Xia
Skull Segmentation from CBCT Images via Voxel-Based Rendering. MLMI@MICCAI (2021)
Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection. MLMI@MICCAI (2021)
Xiaoyang Chen, Chunfeng Lian, Hannah H. Deng, Tianshu Kuang, Hung-Ying Lin, Deqiang Xiao, Jaime Gateno, Dinggang Shen, James J. Xia, Pew-Thian Yap
Fast and Accurate Craniomaxillofacial Landmark Detection via 3D Faster R-CNN. IEEE Trans. Medical Imaging 40 (12) (2021)
Yankun Lang, Hannah H. Deng, Deqiang Xiao, Chunfeng Lian, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia
DLLNet: An Attention-Based Deep Learning Method for Dental Landmark Localization on High-Resolution 3D Digital Dental Models. MICCAI (4) (2021)
Huoling Luo, Dalong Yin, Shugeng Zhang, Deqiang Xiao, Baochun He, Fanzheng Meng, Yanfang Zhang, Wei Cai, Shenghao He, Wenyu Zhang, Qingmao Hu, Hongrui Guo, Shuhang Liang, Shuo Zhou, Shuxun Liu, Linmao Sun, Xiao Guo, Chihua Fang, Fucang Jia
Augmented reality navigation for liver resection with a stereoscopic laparoscope. Comput. Methods Programs Biomed. 187 (2020)
Yankun Lang, Chunfeng Lian, Deqiang Xiao, Hannah H. Deng, Peng Yuan, Jaime Gateno, Steve Guo-Fang Shen, David M. Alfi, Pew-Thian Yap, James J. Xia, Dinggang Shen
Automatic Localization of Landmarks in Craniomaxillofacial CBCT Images Using a Local Attention-Based Graph Convolution Network. MICCAI (4) (2020)
Chunfeng Lian, Fan Wang, Hannah H. Deng, Li Wang, Deqiang Xiao, Tianshu Kuang, Hung-Ying Lin, Jaime Gateno, Steve Guo-Fang Shen, Pew-Thian Yap, James J. Xia, Dinggang Shen
Multi-task Dynamic Transformer Network for Concurrent Bone Segmentation and Large-Scale Landmark Localization with Dental CBCT. MICCAI (4) (2020)
Jian Chen, Zhenghan Fang, Deqiang Xiao, Duc Toan Bui, Kim-Han Thung, Xianjun Li, Jian Yang, Weili Lin, Gang Li, Dinggang Shen, Li Wang
CNS: CycleGAN-Assisted Neonatal Segmentation Model for Cross-Datasets. GLMI@MICCAI (2019)
Deqiang Xiao, Li Wang, Hannah H. Deng, Kim-Han Thung, Jihua Zhu, Peng Yuan, Yriu L. Rodrigues, Leonel Perez Jr., Christopher E. Crecelius, Jaime Gateno, Tiansku Kuang, Steve Guo-Fang Shen, Daeseung Kim, David M. Alfi, Pew-Thian Yap, James J. Xia, Dinggang Shen
Estimating Reference Bony Shape Model for Personalized Surgical Reconstruction of Posttraumatic Facial Defects. MICCAI (5) (2019)
Yankun Lang, Li Wang, Pew-Thian Yap, Chunfeng Lian, Hannah H. Deng, Kim-Han Thung, Deqiang Xiao, Peng Yuan, Steve Guo-Fang Shen, Jaime Gateno, Tianshu Kuang, David M. Alfi, James J. Xia, Dinggang Shen
Automatic Detection of Craniomaxillofacial Anatomical Landmarks on CBCT Images Using 3D Mask R-CNN. GLMI@MICCAI (2019)
Xuezhi Bao, Deqiang Xiao, Baochun He, Wenchao Gao, Junliang Wang, Fucang Jia
Prediction of Liver Respiratory Motion Based on Machine Learning. ROBIO (2019)
Baochun He, Deqiang Xiao, Qingmao Hu, Fucang Jia
Automatic Magnetic Resonance Image Prostate Segmentation Based on Adaptive Feature Learning Probability Boosting Tree Initialization and CNN-ASM Refinement. IEEE Access 6 (2018)
Jinliang Shao, Huoling Luo, Deqiang Xiao, Qingmao Hu, Fucang Jia
Progressive Hand-Eye Calibration for Laparoscopic Surgery Navigation. CARE/CLIP@MICCAI (2017)