Progressive Hand-Eye Calibration for Laparoscopic Surgery Navigation. - Jinliang Shao; Huoling Luo; Deqiang Xiao; Qingmao Hu; Fucang Jia (CARE/CLIP@MICCAI, 2017)

Automatic Magnetic Resonance Image Prostate Segmentation Based on Adaptive Feature Learning Probability Boosting Tree Initialization and CNN-ASM Refinement. - Baochun He; Deqiang Xiao; Qingmao Hu; Fucang Jia (IEEE Access, 2018)

CNS: CycleGAN-Assisted Neonatal Segmentation Model for Cross-Datasets. - Jian Chen; Zhenghan Fang; Deqiang Xiao; Duc Toan Bui 001; Kim-Han Thung; Xianjun Li; Jian Yang 009; Weili Lin; Gang Li 001; Dinggang Shen; Li Wang 026 (GLMI@MICCAI, 2019)

Automatic Detection of Craniomaxillofacial Anatomical Landmarks on CBCT Images Using 3D Mask R-CNN. - Yankun Lang; Li Wang 026; Pew-Thian Yap; Chunfeng Lian; Hannah H. Deng; Kim-Han Thung; Deqiang Xiao; Peng Yuan 001; Steve Guo-Fang Shen; Jaime Gateno; Tianshu Kuang; David M. Alfi; et al. (GLMI@MICCAI, 2019)

Estimating Reference Bony Shape Model for Personalized Surgical Reconstruction of Posttraumatic Facial Defects. - Deqiang Xiao; Li Wang 026; Hannah H. Deng; Kim-Han Thung; Jihua Zhu; Peng Yuan 001; Yriu L. Rodrigues; Leonel Perez Jr.; Christopher E. Crecelius; Jaime Gateno; Tiansku Kuang; Steve Guo-Fang Shen; et al. (MICCAI (5), 2019)

Prediction of Liver Respiratory Motion Based on Machine Learning. - Xuezhi Bao; Deqiang Xiao; Baochun He; Wenchao Gao; Junliang Wang; Fucang Jia (ROBIO, 2019)

Automatic Localization of Landmarks in Craniomaxillofacial CBCT Images Using a Local Attention-Based Graph Convolution Network. - Yankun Lang; Chunfeng Lian; Deqiang Xiao; Hannah H. Deng; Peng Yuan 001; Jaime Gateno; Steve Guo-Fang Shen; David M. Alfi; Pew-Thian Yap; James J. Xia; Dinggang Shen (MICCAI (4), 2020)

Multi-task Dynamic Transformer Network for Concurrent Bone Segmentation and Large-Scale Landmark Localization with Dental CBCT. - Chunfeng Lian; Fan Wang 023; Hannah H. Deng; Li Wang 026; Deqiang Xiao; Tianshu Kuang; Hung-Ying Lin; Jaime Gateno; Steve Guo-Fang Shen; Pew-Thian Yap; James J. Xia; Dinggang Shen (MICCAI (4), 2020)

Augmented reality navigation for liver resection with a stereoscopic laparoscope. - Huoling Luo; Dalong Yin; Shugeng Zhang; Deqiang Xiao; Baochun He; Fanzheng Meng; Yanfang Zhang; Wei Cai; Shenghao He; Wenyu Zhang; Qingmao Hu; Hongrui Guo; et al. (Comput. Methods Programs Biomed., 2020)

DLLNet: An Attention-Based Deep Learning Method for Dental Landmark Localization on High-Resolution 3D Digital Dental Models. - Yankun Lang; Hannah H. Deng; Deqiang Xiao; Chunfeng Lian; Tianshu Kuang; Jaime Gateno; Pew-Thian Yap; James J. Xia (MICCAI (4), 2021)

SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection. - Qin Liu; Han Deng 001; Chunfeng Lian; Xiaoyang Chen; Deqiang Xiao; Lei Ma 006; Xu Chen 020; Tianshu Kuang; Jaime Gateno; Pew-Thian Yap; James J. Xia (MLMI@MICCAI, 2021)

Skull Segmentation from CBCT Images via Voxel-Based Rendering. - Qin Liu; Chunfeng Lian; Deqiang Xiao; Lei Ma 006; Hannah H. Deng; Xu Chen 020; Dinggang Shen; Pew-Thian Yap; James J. Xia (MLMI@MICCAI, 2021)

Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning. - Lei Ma 006; Daeseung Kim; Chunfeng Lian; Deqiang Xiao; Tianshu Kuang; Qin Liu; Yankun Lang; Hannah H. Deng; Jaime Gateno; Ye Wu 001; Erkun Yang; Michael A. K. Liebschner; et al. (MICCAI (4), 2021)

A Self-supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning. - Deqiang Xiao; Hannah H. Deng; Tianshu Kuang; Lei Ma 006; Qin Liu; Xu Chen 020; Chunfeng Lian; Yankun Lang; Daeseung Kim; Jaime Gateno; Steve Guo-Fang Shen; Dinggang Shen; et al. (MICCAI (4), 2021)

A study of generalization and compatibility performance of 3D U-Net segmentation on multiple heterogeneous liver CT datasets. - Baochun He; Dalong Yin; Xiaoxia Chen; Huoling Luo; Deqiang Xiao; Mu He; Guisheng Wang; Chihua Fang; Lianxin Liu; Fucang Jia (BMC Medical Imaging, 2021)

Estimating Reference Shape Model for Personalized Surgical Reconstruction of Craniomaxillofacial Defects. - Deqiang Xiao; Chunfeng Lian; Li Wang 026; Hannah H. Deng; Hung-Ying Lin; Kim-Han Thung; Jihua Zhu; Peng Yuan 001; Leonel Perez Jr.; Jaime Gateno; Steve Guo-Fang Shen; Pew-Thian Yap; et al. (IEEE Trans. Biomed. Eng., 2021)

Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning. - Deqiang Xiao; Chunfeng Lian; Han Deng 001; Tianshu Kuang; Qin Liu; Lei Ma 006; Daeseung Kim; Yankun Lang; Xu Chen 020; Jaime Gateno; Steve Guo-Fang Shen; James J. Xia; et al. (IEEE J. Biomed. Health Informatics, 2021)

Fast and Accurate Craniomaxillofacial Landmark Detection via 3D Faster R-CNN. - Xiaoyang Chen; Chunfeng Lian; Hannah H. Deng; Tianshu Kuang; Hung-Ying Lin; Deqiang Xiao; Jaime Gateno; Dinggang Shen; James J. Xia; Pew-Thian Yap (IEEE Trans. Medical Imaging, 2021)

High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss. - Yucong Lin; Jinhua Su; Yuhang Li; Yuhao Wei; Hanchao Yan; Saining Zhang; Jiaan Luo; Danni Ai; Hong Song; Jingfan Fan; Tianyu Fu 003; Deqiang Xiao; et al. (CoRR, 2022)

Volume-awareness and outlier-suppression co-training for weakly-supervised MRI breast mass segmentation with partial annotations. - Xianqi Meng; Jingfan Fan; Hongwei Yu; Jinrong Mu; Zongyu Li; Aocai Yang; Bing Liu; Kuan Lv; Danni Ai; Yucong Lin; Hong Song; Tianyu Fu 003; et al. (Knowl. Based Syst., 2022)

Cross-domain heterogeneous residual network for single image super-resolution. - Li Ji; Qinghui Zhu; Yongqin Zhang; Juanjuan Yin; Ruyi Wei; Jinsheng Xiao; Deqiang Xiao; Guoying Zhao 001 (Neural Networks, 2022)

Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning. - Yankun Lang; Chunfeng Lian; Deqiang Xiao; Han Deng 001; Kim-Han Thung; Peng Yuan 001; Jaime Gateno; Tianshu Kuang; David M. Alfi; Li Wang 026; Dinggang Shen; James J. Xia; et al. (IEEE Trans. Medical Imaging, 2022)

CPSS-Net: A Cross-pseudo Semi-supervised Network for Liver Vessel Segmentation from CTA Images. - Shuo Yang; Danni Ai; Deqiang Xiao; Feng Duan; Yujia Yuan; Jian Yang 009 (BIBM, 2023)

AFF-NET: An Adaptive Feature Fusion Network For Liver Vessel Segmentation From CT Images. - Yujia Yuan; Deqiang Xiao; Shuo Yang; Zongyu Li; Haixiao Geng; Ying Gu; Jian Yang 009 (ISBI, 2023)

Bidirectional prediction of facial and bony shapes for orthognathic surgical planning. - Lei Ma 006; 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 026; et al. (Medical Image Anal., 2023)

Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning. - Lei Ma 006; 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 (IEEE Trans. Medical Imaging, 2023)

Automatic literature screening using the PAJO deep-learning model for clinical practice guidelines. - Yucong Lin; Jia Li 020; Huan Xiao; Lujie Zheng; Ying Xiao; Hong Song; Jingfan Fan; Deqiang Xiao; Danni Ai; Tianyu Fu 003; Feifei Wang; Han Lv; et al. (BMC Medical Informatics Decis. Mak., 2023)

PrixMatch: Semi-supervised Network for Multi-modal Medical Image Segmentation with Cross-modal Data Augmentation and Adaptive Prior Knowledge Thresholding. - Yulin Yang; Hong Song; Yucong Lin; Long Shao; Jingfan Fan; Tianyu Fu 003; Danni Ai; Deqiang Xiao; Jian Yang 009 (BIBM, 2024)

Deformation Correction in Laparoscopic Liver Surgical Navigation Using Point Cloud Completion and Biomechanical Model. - Qian Zhang; Deqiang Xiao; Danni Ai; Jingfan Fan; Tianyu Fu 003; Shuo Yang; Hong Song; Jian Yang 009 (BIBM, 2024)

MA-Net: A MLP-based Attentional Deep Network for Segmentation of Liver Tumor Ablation Region from 2D Ultrasound Image. - Baoting Wang; Deqiang Xiao; Shuo Wang; Danni Ai; Yurong Jiang; Ping Liang; Xiaoling Yu; Jian Yang 009 (ICIGP, 2024)

RFF-Net: A Refined Feature Feedback Network for Muscle Ultrasound Image Segmentation with Feature Subtraction and Deep Supervision. - Weida Xie; Ruina Zhao; Tianxiang Li; Deqiang Xiao; Baoting Wang; Hong Song; Meng Yang; Jian Yang 009 (ICIGP, 2024)

Facial augmented reality based on hierarchical optimization of similarity aspect graph. - Long Shao; Tianyu Fu 003; Yucong Lin; Deqiang Xiao; Danni Ai; Tao Zhang; Jingfan Fan; Hong Song; Jian Yang 009 (Comput. Methods Programs Biomed., 2024)

Double-Shot 3D Shape Measurement with a Dual-Branch Network. - Mingyang Lei; Jingfan Fan; Long Shao; Hong Song; Deqiang Xiao; Danni Ai; Tianyu Fu 003; Ying Gu; Jian Yang 009 (CoRR, 2024)

Efficient Non-Exemplar Class-Incremental Learning with Retrospective Feature Synthesis. - Liang Bai; Hong Song; Yucong Lin; Tianyu Fu 003; Deqiang Xiao; Danni Ai; Jingfan Fan; Jian Yang 009 (CoRR, 2024)

Domain base dynamic convolution and distance map guidance for anterior mediastinal lesion segmentation. - Su Huang; Tianyu Fu 003; Xiaowei Han; Jingfan Fan; Hong Song; Deqiang Xiao; Guolin Ma; Jian Yang 009 (Knowl. Based Syst., 2024)

Improving image segmentation with contextual and structural similarity. - Xiaoyang Chen; Qin Liu; Hannah H. Deng; Tianshu Kuang; Hung-Ying Lin; Deqiang Xiao; Jaime Gateno; James J. Xia; Pew-Thian Yap (Pattern Recognit., 2024)

Fusion-competition framework of local topology and global texture for head pose estimation. - Dongsheng Ma; Tianyu Fu 003; Yifei Yang; Kaibin Cao; Jingfan Fan; Deqiang Xiao; Hong Song; Ying Gu; Jian Yang 009 (Pattern Recognit., 2024)

Self-supervised local rotation-stable descriptors for 3D ultrasound registration using translation equivariant FCN. - Yifan Wang; Tianyu Fu 003; Xinyu Chen; Jingfan Fan; Deqiang Xiao; Hong Song; Ping Liang; Jian Yang 009 (Pattern Recognit., 2024)

Affine Constrained Binocular Camera Calibration With Planar Target Single-Axis Translating. - Zhao Zheng; Jingfan Fan; Long Shao; Heqiang Yang; Liming Zhao; Hong Song; Danni Ai; Tianyu Fu 003; Deqiang Xiao; Yongtian Wang; Jian Yang 009 (IEEE Trans. Instrum. Meas., 2024)

Bi-Fusion of Structure and Deformation at Multi-Scale for Joint Segmentation and Registration. - Jiaju Zhang; Tianyu Fu 003; Deqiang Xiao; Jingfan Fan; Hong Song; Danni Ai; Jian Yang 009 (IEEE Trans. Image Process., 2024)

A multi-dimensional CFD framework for fast patient-specific fractional flow reserve prediction. - Qing Yan; Deqiang Xiao; Yaosong Jia; Danni Ai; Jingfan Fan; Hong Song; Cheng Xu; Yining Wang; Jian Yang 009 (Comput. Biol. Medicine, 2024)

Local Contractive Registration With Biomechanical Model: Assessing Microwave Ablation After Compensation for Tissue Shrinkage. - Dingkun Liu; Danni Ai; Tianyu Fu 003; Yuanjin Gao; Jingfan Fan; Hong Song; Deqiang Xiao; Ping Liang; Jian Yang 009 (IEEE J. Biomed. Health Informatics, 2024)

PEA-Net: A progressive edge information aggregation network for vessel segmentation. - Sigeng Chen; Jingfan Fan; Yang Ding; Haixiao Geng; Danni Ai; Deqiang Xiao; Hong Song; Yining Wang; Jian Yang 009 (Comput. Biol. Medicine, 2024)

Monocular endoscopy images depth estimation with multi-scale residual fusion. - Shiyuan Liu; Jingfan Fan; Yun Yang; Deqiang Xiao; Danni Ai; Hong Song; Yongtian Wang; Jian Yang 009 (Comput. Biol. Medicine, 2024)

Augmented Reality Navigation System for Biliary Interventional Procedures With Dynamic Respiratory Motion Correction. - Shuo Yang; Yongtian Wang; Danni Ai; Haixiao Geng; Daya Zhang; Deqiang Xiao; Hong Song; Mingyang Li; Jian Yang 009 (IEEE Trans. Biomed. Eng., 2024)

Embedding-Alignment Fusion-Based Graph Convolution Network With Mixed Learning Strategy for 4D Medical Image Reconstruction. - Jingshu Li; Tianyu Fu 003; Hong Song; Jingfan Fan; Deqiang Xiao; Yucong Lin; Ying Gu; Jian Yang 009 (IEEE J. Biomed. Health Informatics, 2024)

GAA: Ghost Adversarial Attack for Object Tracking. - Mingyang Lei; Hong Song; Jingfan Fan; Deqiang Xiao; Danni Ai; Ying Gu; Jian Yang 009 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Cross-Anatomy Transfer Learning via Shape-Aware Adaptive Fine-Tuning for 3D Vessel Segmentation. - Tao Han; Danni Ai; Jingfan Fan; Hong Song; Deqiang Xiao; Yining Wang; Jian Yang 009 (IEEE J. Biomed. Health Informatics, 2024)

DSC-Recon: Dual-Stage Complementary 4-D Organ Reconstruction From X-Ray Image Sequence for Intraoperative Fusion. - Haixiao Geng; Jingfan Fan; Shuo Yang; Sigeng Chen; Deqiang Xiao; Danni Ai; Tianyu Fu 003; Hong Song; Kai Yuan; Feng Duan; Yongtian Wang; Jian Yang 009 (IEEE Trans. Medical Imaging, 2024)

STQD-Det: Spatio-Temporal Quantum Diffusion Model for Real-Time Coronary Stenosis Detection in X-Ray Angiography. - Xinyu Li; Danni Ai; Hong Song; Jingfan Fan; Tianyu Fu 003; Deqiang Xiao; Yining Wang; Jian Yang 009 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Spatio-Temporal correspondence attention network for vessel segmentation in X-ray coronary angiography. - Yunlong Gao; Danni Ai; Yuanyuan Wang; Kaibin Cao; Hong Song; Jingfan Fan; Deqiang Xiao; Tianwei Zhang; Yining Wang; Jian Yang 009 (Biomed. Signal Process. Control., 2025)

Head pose-assisted localization of facial landmarks for enhanced fast registration in skull base surgery. - Yifei Yang; Jingfan Fan; Tianyu Fu 003; Deqiang Xiao; Dongsheng Ma; Hong Song; Zhengkai Feng; Youping Liu; Jian Yang 009 (Comput. Medical Imaging Graph., 2025)

Incremental energy-based recurrent transformer-KAN for time series deformation simulation of soft tissue. - Jiaxi Jiang; Tianyu Fu 003; Jiaqi Liu; Jingfan Fan; Hong Song; Danni Ai; Deqiang Xiao; Yongtian Wang; Jian Yang 009 (Expert Syst. Appl., 2025)

SFCLI-Net: Spatial-frequency collaborative learning interpolation network for Computed Tomography slice synthesis. - Wentao Li; Hong Song; Danni Ai; Jieliang Shi; Jingfan Fan; Deqiang Xiao; Tianyu Fu 003; Yucong Lin; Wencan Wu; Jian Yang 009 (Expert Syst. Appl., 2025)

Accurate Calibration for Magnetic Measurements Using Deep Learning. - Hengzhuo Duan; Deqiang Xiao; Tao Chen 022; Jingyang Yun; Danni Ai; Jingfan Fan; Tianyu Fu 003; Yucong Lin; Hong Song; Jian Yang 009 (IEEE Trans. Instrum. Meas., 2025)

MetaFE-DE: Learning Meta Feature Embedding for Depth Estimation from Monocular Endoscopic Images. - Dawei Lu; Deqiang Xiao; Danni Ai; Jingfan Fan; Tianyu Fu 003; Yucong Lin; Hong Song; Xujiong Ye; Lei Zhang 043; Jian Yang 003 (CoRR, 2025)

SEMNet: a simple and efficient MLP-based network for 3D Face point clouds landmarks localization. - Mingyang Lei; Hong Song; Tianyu Fu 003; Deqiang Xiao; Danni Ai; Jingfan Fan; Yifei Yang; Ying Gu; Jian Yang 009 (Multim. Syst., 2025)

Real-Time 3D Instrument Tip Tracking Using 2D X-Ray Fluoroscopy With Vessel Deformation Correction Under Free Breathing. - Shuo Yang; Deqiang Xiao; Haixiao Geng; Danni Ai; Jingfan Fan; Tianyu Fu 003; Hong Song; Feng Duan; Jian Yang 009 (IEEE Trans. Biomed. Eng., 2025)

Double-Shot 3D Shape Measurement With a Dual-Branch Network for Structured Light Projection Profilometry. - Mingyang Lei; Jingfan Fan; Long Shao; Hong Song; Deqiang Xiao; Danni Ai; Tianyu Fu 003; Yucong Lin; Ying Gu; Jian Yang 009 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Sculpting Margin Penalty: Intra-Task Adapter Merging and Classifier Calibration for Few-Shot Class-Incremental Learning. - Liang Bai; Hong Song; Jinfu Li 004; Yucong Lin; Jingfan Fan; Tianyu Fu 003; Danni Ai; Deqiang Xiao; Jian Yang 003 (CoRR, 2025)

Hepatic Vessel Roadmap Prediction Using Adaptive Tracking and Bending Energy Modeling in X-Ray Fluoroscopy. - Shuo Yang; Deqiang Xiao; Haixiao Geng; Danni Ai; Jingfan Fan; Tianyu Fu 003; Hong Song; Feng Duan; Jian Yang 009 (IEEE J. Biomed. Health Informatics, 2025)