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2020 – today
- 2025
[j28]Yunlong Gao
, Danni Ai, Yuanyuan Wang, Kaibin Cao, Hong Song, Jingfan Fan, Deqiang Xiao, Tianwei Zhang, Yining Wang, Jian Yang:
Spatio-Temporal correspondence attention network for vessel segmentation in X-ray coronary angiography. Biomed. Signal Process. Control. 99: 106792 (2025)- 2024
- [j27]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: 107718 (2024) - [j26]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: 107766 (2024) - [j25]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: 107850 (2024) - [j24]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: 108108 (2024) - [j23]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: 111881 (2024) - [j22]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: 110285 (2024) - [j21]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: 110324 (2024) - [j20]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: 110489 (2024) - [j19]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): 700-711 (2024) - [j18]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): 2602-2612 (2024) - [j17]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: 1-13 (2024) - [j16]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: 3676-3691 (2024) - [j15]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): 415-426 (2024) - [j14]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): 2916-2929 (2024) - [j13]Tao Han, Danni Ai, Jingfan Fan, Hong Song, Deqiang Xiao, Yining Wang, Jian Yang:
Cross-Anatomy Transfer Learning via Shape-Aware Adaptive Fine-Tuning for 3D Vessel Segmentation. IEEE J. Biomed. Health Informatics 28(10): 6064-6077 (2024) - [c16]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: 62-66 - [c15]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: 80-84 - [i4]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 abs/2407.14198 (2024) - 2023
- [j12]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: 102644 (2023) - [j11]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): 247 (2023) - [j10]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): 336-345 (2023) - [c14]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: 2725-2728 - [c13]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: 1-5 - 2022
- [j9]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: 109988 (2022) - [j8]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: 84-94 (2022) - [j7]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): 2856-2866 (2022) - [i3]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 abs/2211.02419 (2022) - 2021
- [j6]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): 178 (2021) - [j5]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): 362-373 (2021) - [j4]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): 2958-2966 (2021) - [j3]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): 3867-3878 (2021) - [c12]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: 459-468 - [c11]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: 469-477 - [c10]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: 478-487 - [c9]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: 606-614 - [c8]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: 615-623 - [i2]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 abs/2109.05191 (2021) - [i1]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 abs/2110.03828 (2021) - 2020
- [j2]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: 105099 (2020) - [c7]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: 807-816 - [c6]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: 817-826
2010 – 2019
- 2019
- [c5]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: 130-137 - [c4]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: 172-179 - [c3]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: 327-335 - [c2]Xuezhi Bao, Deqiang Xiao, Baochun He, Wenchao Gao, Junliang Wang, Fucang Jia:
Prediction of Liver Respiratory Motion Based on Machine Learning. ROBIO 2019: 1228-1233 - 2018
- [j1]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: 2005-2015 (2018) - 2017
- [c1]Jinliang Shao, Huoling Luo, Deqiang Xiao, Qingmao Hu, Fucang Jia:
Progressive Hand-Eye Calibration for Laparoscopic Surgery Navigation. CARE/CLIP@MICCAI 2017: 42-49
Coauthor Index
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