百晓学者学者目录

肖德强

副教授、博导、教授,北京理工大学

精选作品

期刊论文

2026

A multimodal diagnosis model combining multi-granularity contrastive learning and quality-aware adaptive fusion

Ruiquan Ge, Zhipeng Wang, Deqiang Xiao, Gangyong Jia, Zhihao Xing, Xiang Wan, Changmiao Wang, Ahmed Elazab

Pattern Recognition

2026

Markerless augmented reality-guided endodontic microsurgery for improving accuracy and time efficiency in mandibular molar apical surgery: an in vitro study

Ji Wang, Long Shao, Deqiang Xiao, Jingfan Fan, Xirui Zhao, Yan Xp, Shanshan Li, Lei Wang, Zimo Zhao, Jingyi Liu, Jian Yang

BMC Oral Health

2026

A Latent Diffusion Model With Spatial Attributes for 3D Reconstruction in Biplanar X-Ray Images

Jingyi Bian, Deqiang Xiao, Teng Zhang, Long Shao, Danni Ai, Jingfan Fan, Tianyu Fu, Yucong Lin, Yuanyuan Wang, Hong Song, Junqiang Wang, Jian Yang

IEEE Transactions on Circuits and Systems for Video Technology

2026

LCSM: A Local Chart-Based Statistical Model for Femoral Shape Analysis

L X Zhang, Tianyu Fu, Dejin Yang, J LIU, Jiaju Zhang, Deqiang Xiao, Jingfan Fan, Danni Ai, Hong Song, Yi Zhou, Jian Yang

IEEE Transactions on Circuits and Systems for Video Technology

2026

Three-dimensional Liver Respiratory Motion Tracking in Ultrasound Images via Vascular Structural Projection Optimization and Multi-path Constrained Estimation

Jingshu Li, X R Dong, Jiaju Zhang, Yue Wang, Hong Song, Jingfan Fan, Danni Ai, Deqiang Xiao, Tianyu Fu, Yue Wang, Ying Gu, Jie Yang

Ultrasound in Medicine & Biology

2026

MOMA: multi-expert framework with missing pattern awareness for rectal cancer neoadjuvant therapy

Kehan Wang, Wenbo Wang, Yucong Lin, Kailun Fei, Bowen Liu, Danni Ai, Jingfan Fan, Tianyu Fu, Deqiang Xiao, Jingtao Li, Hong Song, Jie Yang

Information Sciences

2026

NCVP-Reg: Point Cloud Registration via Non-Local Feature Fusion and Uncertainty Calibrated Virtual Points

L Y Zhang, Tianyu Fu, Feixu Shang, Dongsheng Ma, Hong Song, Danni Ai, Jingfan Fan, Deqiang Xiao, Guolin Ma, Jian Yang

IEEE Transactions on Circuits and Systems for Video Technology

2026

Real-Time Missing Marker Recovery for Optical Surgical Tracking via Dual-Attention Fusion

Tao Xu, Long Shao, Zhao Zheng, Deqiang Xiao, Jingfan Fan, Jie Yang

International Conference on Intelligent Computing and Signal Processing (ICSP)

2026

Sculpting Margin Penalty: Intra-Task Adapter Merging and Classifier Calibration for Few-Shot Class-Incremental Learning

Liang Bai, Hong Song, J. W. Li, Yucong Lin, Jingfan Fan, Tianyu Fu, Danni Ai, Deqiang Xiao, Jian Yang

IEEE Transactions on Circuits and Systems for Video Technology

2026

Point-Supervised Coronary Semantic Segmentation in X-Ray Angiographic Images

Yiqun Chen, Danni Ai, Jianyu Du, Yuanyuan Wang, Tianyu Fu, Deqiang Xiao, Yuxin Lin, Long Shao, Yang Yu, Jian Yang

IEEE Journal of Biomedical and Health Informatics

2026

Multimodal hybrid mamba classification model for tumor pathological grade prediction using magnetic resonance images

Langtao Zhou, Tianyu Fu, XIAOXIA QU, Jiaoyang Wu, Yangrui Huang, Hong Song, Jingfan Fan, Danni Ai, Deqiang Xiao, Junfang Xian, Jian Yang

Neural Networks

2026

Iterative joint learning integrating temporal and geometric information for vessel segmentation in X‐ray coronary angiography

Yunlong Gao, Yuanyuan Wang, Danni Ai, Feixu Shang, Hong Song, Jingfan Fan, Deqiang Xiao, Yining Wang, Jie Yang

Medical Physics

2026

Robot-Assisted Osteotomy and Reconstruction with AR Guidance in Maxillofacial Reconstructive Surgery

Sifan Cao, Jingfan Fan, Long Shao, Qing Sun, Tao Xu, Danni Ai, Tianyu Fu, Deqiang Xiao, Hong Song, Tao Zhang, Jian Yang

Cyborg and Bionic Systems

2026

Ultrasound Slice-to-Volume Registration via Artifact-Suppressed Ultra-Feature Learning

Zixin Zhang, Deqiang Xiao, Long Shao, Jingfan Fan, Danni Ai, Tianyu Fu, Yuxin Lin, Yue Wang, Hong Song, Ping Liang, Ying Gu, Jie Yang

IEEE Journal of Biomedical and Health Informatics

2026

Sequential Differentiable Alignment-Based 2D-3D Optimal Gaussian Distribution Registration for Monocular Endoscopic Video AR Guidance

Ziang Zhang, Hong Song, Jingfan Fan, Long Shao, Tianyu Fu, Danni Ai, Deqiang Xiao, Yuanyuan Wang, Yucong Lin, Jian Yang

IEEE Transactions on Circuits and Systems for Video Technology

2026

Beyond Photometric Consistency: Addressing Loss Insensitivity to Depth Noise in Endoscopic Estimation via Error Calibration

Dawei Lu, Deqiang Xiao, Long Shao, Yucong Lin, Jingfan Fan, Danni Ai, Tianyu Fu, Yuanyuan Wang, Shuwei Shao, Jingtao Li, Hong Song, Jian Yang

IEEE Journal of Biomedical and Health Informatics

2026

A Real-Time Liver Deformation Computational Measurement System for Needle Insertion with Ex Vivo Validation

Yiping Jiang, Jingfan Fan, Yuanyuan Wang, Long Shao, Danni Ai, Deqiang Xiao, Tianyu Fu, Jiaju Zhang, Jinying Zhang, Hong Song, Jie Yang

IEEE Transactions on Instrumentation and Measurement

2026

Anatomical-Persistent Synergy Mamba for Joint Pre-to-Postoperative CT Synthesis and Multi-structure Segmentation in Orbital Decompression Surgery

Langtao Zhou, Jieliang Shi, Tianyu Fu, Jiaju Zhang, Yangrui Huang, Yiyang Mao, Bangxun Mao, Long Shao, Te Zheng, Danni Ai, Jingfan Fan, Deqiang Xiao, Hong Song, Jinying Zhang, Wencan Wu, Jian Yang

IEEE Journal of Biomedical and Health Informatics

2026

Augmented reality-guided precision in mandibular reconstruction: Non-contact laser point cloud registration for simultaneous osteotomy and implantation

Long SHAO, Zhao Zheng, Tianyu FU, Deqiang XIAO, Danni Ai, Jingfan FAN, Hong Song, Ruiqi ZHAO, Jixin LIU, Tao ZHANG, Jian Yang

Virtual Reality & Intelligent Hardware

2026

Augmented reality surgical navigation: Clinical applications, key technologies, and future directions

Yuanyuan WANG, Dawei Lu, Jingfan Fan, Deqiang XIAO, Danni Ai, Tianyu Fu, Yucong Lin, Long Shao, T R Chen, Hong SONG, Yue Wang, Jian Yang

Virtual Reality & Intelligent Hardware

2026

Enhanced CT-CBCT image registration for orthopedic surgery: Integrating rigid-elastic motion models

Zhiqi HUANG, Deqiang XIAO, Hongxun LIU, Long Shao, Danni Ai, Jingfan FAN, Tianyu Fu, Yucong Lin, Hong SONG, Jian Xin Yang

Virtual Reality & Intelligent Hardware

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, Yucong Lin, Wencan Wu, Jian Yang

Expert Systems With Applications,Vol. 272

2025

Incremental energy-based recurrent transformer-KAN for time series deformation simulation of soft tissue

Jiaxi Jiang, Tianyu Fu, Jiaqi Liu, Jingfan Fan, Hong Song, Danni Ai, Deqiang Xiao, Yongtian Wang, Jian Yang

Expert Systems With Applications,Vol. 271

2025

Anatomy-Aware Sketch-Guided Latent Diffusion Model for Orbital Tumor Multi-Parametric MRI Missing Modalities Synthesis

Langtao Zhou, XIAOXIA QU, Tianyu Fu, Jiaoyang Wu, Hong Song, Jingfan Fan, Danni Ai, Deqiang Xiao, Junfang Xian, Jian Yang

IEEE Transactions on Medical Imaging

2025

SG-3DGS: Sequential Growing 3D Gaussian Splatting for Scene Reconstruction of Monocular Endoscope Video

Ziang Zhang, Hong Song, Jingfan Fan, Long Shao, Tianyu Fu, Danni Ai, Deqiang Xiao, Yuanyuan Wang, Yucong Lin, Jian Yang

IEEE Transactions on Medical Imaging

2025

SiamAT: transformer-based target-aware siamese tracking network for target tracking in ultrasound image sequences

Desheng Li, Tianyu Fu, Jiaju Zhang, Jingshu Li, Hong Song, Danni Ai, Jingfan Fan, Deqiang Xiao, Jian Yang

Physics in Medicine and Biology

2025

Pelvic Fracture Reduction Planning via Joint Shape-Intensity Reference

Xirui Zhao, Deqiang Xiao, Zhang Teng, Long Shao, Danni Ai, Jingfan Fan, Tianyu Fu, Yucong Lin, Hong Song, Junqiang Wang, Jian Yang

IEEE Transactions on Medical Imaging

2025

Double-Decomposition Motion Tracking of Intraoperative 3D Structures via Cross-Spatio-Temporal Semantics Alignment

Haixiao Geng, Jingfan Fan, Shuo Yang, Danni Ai, Deqiang Xiao, Tianyu Fu, Hong Song, Xiaohui Li, Feng Duan, Yongtian Wang, Jian Yang

IEEE Transactions on Medical Imaging

2025

Defect-adaptive landmark detection in pelvis CT images via personalized structure-aware learning

Xirui Zhao, Deqiang Xiao, Teng Zhang, Jingfan Fan, Danni Ai, Tianyu Fu, Yucong Lin, Long Shao, Hong Song, Junqiang Wang, Jian Yang

Computerized Medical Imaging and Graphics

2025

SPPReg: Structure-Aware Partial-to-Complete Point Cloud Registration in Computer-Assisted Orthopedic Surgery

XU Kang, Deqiang Xiao, Jingyi Bian, Long Shao, Hong Song, Jie Yang

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

2025

Non-Linear Motion Estimation Network for Frame Interpolation in Coronary Angiographic Sequences

Ying Chen, Tianyu Fu, Hong Song, Deqiang Xiao, Jingfan Fan, Yang Yu, Jian Yang

IEEE Transactions on Circuits and Systems for Video Technology

2025

Hierarchical Heterogeneous Aggregation Network for Multi-Shape Coronary Stenosis Detection in X-Ray Angiography Sequences

Sigeng Chen, Jingfan Fan, Yujie Xie, Danni Ai, Deqiang Xiao, Tianyu Fu, Hong Song, Yuanyuan Wang, Wenyuan Yu, Yang Yu, Jian Yang

IEEE Transactions on Circuits and Systems for Video Technology

2025

Simultaneous Reconstruction and Tracking for Motion Correction in Image Guided Surgery

Zhao Zheng, Jingfan Fan, Long Shao, Xiaocai Zhang, Hong Song, Danni Ai, Tianyu Fu, Deqiang Xiao, Tao Zhang, Yongtian Wang, Jian Yang

IEEE Transactions on Biomedical Engineering

2025

Collective Migration-Inspired Large-Deformation Compensation for Nonrigid Image Registration

Dingkun Liu, Danni Ai, Hong Song, Jingfan Fan, Tianyu Fu, Deqiang Xiao, Yuanyuan Wang, Yongtian Wang, Jian Yang

International Journal of Computer Vision

2025

Endo-GSMT: Endoscopic Monocular Scene Reconstruction with Dynamic Gaussian Splatting and Motion Tracking

Hao Gou, Changmiao Wang, Jiahao Yang, Yaoqun Liu, Fucang Jia, Deqiang Xiao, Feiwei Qin, Huoling Luo

Lecture notes in computer science

2025

DetectDiffuse: Aggregation- and Attention-Driven Universal Lesion Detection with Multi-scale Diffusion Model

Xinyu Li, Danni Ai, Jingfan Fan, Tianyu Fu, Hong Song, Deqiang Xiao, Jian Yu Yang

Lecture notes in computer science

2025

Temporal Modulated Multi-scale Deformation Fusion via Knowledge Distillation for 4D Medical Image Interpolation

Jiaju Zhang, Danni Ai, Zhikun Gan, Tianyu Fu, Jingfan Fan, Hong Song, Deqiang Xiao, Jian Yang

Lecture notes in computer science

2025

Respiratory Signal Estimation for Free-Hand 2D Ultrasound Image via Heterogeneous Alignment and Conditional Generative Learning

Jingshu Li, Tianyu Fu, Hong Song, Jingfan Fan, Danni Ai, Deqiang Xiao, Ying Gu, Jian Yang

IEEE Transactions on Biomedical Engineering

2025

Optimal Mixture Model Distribution Alignment-Based 3D-2D Gaussian Splatting Registration for Monocular Endoscopic Ar Guidance

Ziang Zhang, Shubo Fan, Hong Song, Jingfan Fan, Tianyu Fu, Danni Ai, Deqiang Xiao, Yuanyuan Wang, Yucong Lin, Long Shao, Jian Yang

International Conference on Image, Vision and Computing (ICIVC)

2025

FGCNet: Face Geometry-Constrained Network for Face Point Cloud Completion

Mingyang Lei, Hong Song, Tianyu Fu, Deqiang Xiao, Jingfan Fan, Danni Ai, Ying Gu, Jian Yang

IEEE Transactions on Emerging Topics in Computational Intelligence

2025

Multidomain Dependency-Aware Guided Unified-Stage Coronary Artery Branch Recognition Network

Sigeng Chen, Jingfan Fan, Danni Ai, Deqiang Xiao, Yucong Lin, Hong Song, Hongli Liu, Wenyuan Yu, Yang Yu, Jian Yang

IEEE Transactions on Circuits and Systems for Video Technology

2025

Landmark and Pose Prediction in Occluded Facial Point Cloud via Explicit Joint Feature Fusion Network

Yifei Yang, Jingfan Fan, Long Shao, Mingyang Lei, Tianyu Fu, Danni Ai, Deqiang Xiao, Hong Song, Yucong Lin, Jian Yang

IEEE Transactions on Circuits and Systems for Video Technology

2025

Structured Light Image Planar-Topography Feature Decomposition for Generalizable 3D Shape Measurement

Mingyang Lei, Jingfan Fan, Long Shao, Hong Song, Deqiang Xiao, Danni Ai, Tianyu Fu, Yucong Lin, Ying Gu, Jian Yang

IEEE Transactions on Circuits and Systems for Video Technology

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, Hong Song, Feng Duan, Jian Yang

IEEE Journal of Biomedical and Health Informatics

2025

SEMNet: a simple and efficient MLP-based network for 3D Face point clouds landmarks localization

Mingyang Lei, Hong Song, Tianyu Fu, Deqiang Xiao, Danni Ai, Jingfan Fan, Yifei Yang, Ying Gu, Jian Yang

Multimedia Systems

2025

Accurate Calibration for Magnetic Measurements Using Deep Learning

Hengzhuo Duan, Deqiang Xiao, Tao Chen, Jingyang Yun, Danni Ai, Jingfan Fan, Tianyu Fu, Yucong Lin, Hong Song, Jian Yang

IEEE Transactions on Instrumentation and Measurement

2025

Accurate and Efficient Localization With a Uniaxial Rotating Permanent Magnet

Jingyang Yun, Tao Chen, Deqiang Xiao, Hengzhuo Duan, Danni Ai, Jingfan Fan, Tianyu Fu, Yucong Lin, Hong Song, Jian Yang

IEEE Transactions on Instrumentation and Measurement

2025

Intraoperative Tumor-Augmented Imaging Method via a Graph-Optimized Fusion Framework of Endoluminal and External Endoscopic Vision

Sifan Cao, Jingfan Fan, Yun Yang, Dawei Lu, Zhao Zheng, Xuexin Jiang, Xiaohao Zheng, Yixi Zhang, Tianyu Fu, Deqiang Xiao, Hong Song, Danni Ai, Yuanyuan Wang, Jian Yang

IEEE Transactions on Instrumentation and Measurement

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, Hong Song, Kai Yuan, Feng Duan, Yongtian Wang, Jian Yang

IEEE Transactions on Medical Imaging

2024

Facial augmented reality based on hierarchical optimization of similarity aspect graph

Long Shao, Tianyu Fu, Yucong Lin, Deqiang Xiao, Danni Ai, Tao Zhang, Jingfan Fan, Hong Song, Jian Jun Yang

Computer Methods and Programs in Biomedicine

2024

Head pose-assisted localization of facial landmarks for enhanced fast registration in skull base surgery

Yifei Yang, Yifei Yang, Jingfan Fan, Tianyu Fu, Deqiang Xiao, Dongsheng Ma, Hong Song, Zhengkai Feng, Youping Liu, Jian Jun Yang

Computerized Medical Imaging and Graphics

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, Shuo Yang, Hong Song, Jian Jun Yang

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

2024

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, Danni Ai, Deqiang Xiao, Jian Yang

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

2024

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, Hong Song, Feng Duan, Jian Yang

IEEE Transactions on Biomedical Engineering

2024

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, Yucong Lin, Ying Gu, Jian Yang

IEEE Transactions on Circuits and Systems for Video Technology

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

Biomedical Signal Processing and Control

2024

Real-time simulation for multi-component biomechanical analysis using localized tissue constraint progressive transfer learning

Jiaxi Jiang, Tianyu Fu, Jiaqi Liu, Yuanyuan Wang, Jingfan Fan, Hong Song, Deqiang Xiao, Yongtian Wang, Yongtian Wang

Journal of the mechanical behavior of biomedical materials/Journal of mechanical behavior of biomedical materials

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, Deqiang Xiao, Yining Wang, Jian Yang

IEEE Transactions on Pattern Analysis and Machine Intelligence

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

IEEE Journal of Biomedical and Health Informatics

2024

Cardio‐respiratory motion compensation for coronary roadmapping in fluoroscopic imaging

Ying Chen, Danni Ai, Yang Yu, Jingfan Fan, Wenyuan Yu, Deqiang Xiao, Yucong Lin, Jian Yang

Medical Physics

2024

Domain base dynamic convolution and distance map guidance for anterior mediastinal lesion segmentation

Su Huang, Tianyu Fu, Xiaowei Han, Jingfan Fan, Hong Song, Deqiang Xiao, Guolin Ma, Jian Yang

Knowledge-Based Systems

2024

GAA: Ghost Adversarial Attack for Object Tracking

Mingyang Lei, Hong Song, Jingfan Fan, Deqiang Xiao, Danni Ai, Ying Gu, Jian Yang

IEEE Transactions on Emerging Topics in Computational Intelligence

2024

Embedding-Alignment Fusion-Based Graph Convolution Network With Mixed Learning Strategy for 4D Medical Image Reconstruction

Jingshu Li, Tianyu Fu, Hong Song, Jingfan Fan, Deqiang Xiao, Yucong Lin, Ying Gu, Jian Yang

IEEE Journal of Biomedical and Health Informatics

2024

Self-supervised local rotation-stable descriptors for 3D ultrasound registration using translation equivariant FCN

Yifan Wang, Tianyu Fu, Tianyu Fu, Xinyu Chen, Jingfan Fan, Deqiang Xiao, Hong Song, Ping Liang, Ping Liang, Jian Yang

Pattern Recognition

2024

Fusion-competition framework of local topology and global texture for head pose estimation

Dongsheng Ma, Tianyu Fu, Yifei Yang, Kaibin Cao, Jingfan Fan, Deqiang Xiao, Hong Song, Ying Gu, Jian Jun Yang

Pattern Recognition

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

International Conference on Image and Graphics Processing (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

International Conference on Image and Graphics Processing (ICIGP)

2024

Bi-Fusion of Structure and Deformation at Multi-Scale for Joint Segmentation and Registration

Jiaju Zhang, Tianyu Fu, Deqiang Xiao, Jingfan Fan, Hong Song, Danni Ai, Jian Yang

IEEE Transactions on Image Processing

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, Deqiang Xiao, Yongtian Wang, Jian Yang

IEEE Transactions on Instrumentation and Measurement

2024

Improving Image Segmentation with Contextual and Structural Similarity

Xiaoyang Chen, Qin Liu, Hannah H. Deng, Tianshu Kuang, Henry Hung-Ying Lin, Deqiang Xiao, J. Gateno, James J. Xia, P. Yap

Pattern Recognition

2023

多模态图像引导手术导航进展

杨健,王媛媛,艾丹妮,宋红,范敬凡,付天宇,肖德强,邵龙,顾瑛,王涌天

《光学学报》

2023

CT2X-IRA: CT to x-ray image registration agent using domain-cross multi-scale-stride deep reinforcement learning

Haixiao Geng, Deqiang Xiao, Shuo Yang, Jingfan Fan, Tianyu Fu, Yucong Lin, Yanhua Bai, Danni Ai, Hong Song, Yongtian Wang, Feng Duan, Jian Yang

Physics in Medicine and Biology

2023

An alternately optimized generative adversarial network with texture and content constraints for deformable registration of 3D ultrasound images

Jiaju Zhang, Tianyu Fu, Yuanyuan Wang, Jingshu Li, Deqiang Xiao, Jingfan Fan, Yucong Lin, Hong Song, Fei Ji, Meng Yang, Jian Yang

Physics in Medicine and Biology

2023

Adaptive tetrahedral interpolation for reconstruction of uneven freehand 3D ultrasound

Yifan Wang, Tianyu Fu, Chan Wu, Jingfan Fan, Hong Song, Deqiang Xiao, Yucong Lin, Fangyi Liu, Jian Yang

Physics in Medicine and Biology

2023

X-Corner Point Localization of Surgical Tools in Surgical Navigation System

Heqiang Yang, Long Shao, Hong Song, Zhao Zheng, Deqiang Xiao, Jian Yang

International Conference on Electrical Engineering and Control Science (IC2ECS)

2023

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

Computers in Biology and Medicine

2023

CPSS-Net: A Cross-pseudo Semi-supervised Network for Liver Vessel Segmentation from CTA Images

Shuo Yang, Deqiang Xiao, Yujia Yuan, Danni Ai, Feng Duan, Jian Yang

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

2023

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

Computers in Biology and Medicine

2023

A multi-dimensional CFD framework for fast patient-specific fractional flow reserve prediction

Qing Dong Yan, Deqiang Xiao, Yaosong Jia, Danni Ai, Jingfan Fan, Hong Song, Cheng Xu, Yining Wang, Jian Yang

Computers in Biology and Medicine

2023

Local Contractive Registration With Biomechanical Model: Assessing Microwave Ablation After Compensation for Tissue Shrinkage

Dingkun Liu, Danni Ai, Tianyu Fu, Yuanjin Gao, Jingfan Fan, Hong Song, Deqiang Xiao, Ping Liang, Jian Yang

IEEE Journal of Biomedical and Health Informatics

2023

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

IEEE Transactions on Biomedical Engineering

2023

A Multi-constraint Hybrid Network for Ultrasound Image Synthesis

Kaibin Cao, Danni Ai, Deqiang Xiao, Jian Yang

IEEE Information Technology and Mechatronics Engineering Conference (ITOEC)

2023

Robot‐assisted augmented reality surgical navigation based on optical tracking for mandibular reconstruction surgery

Long Shao, Xing Li, Tianyu Fu, Fanhao Meng, Zhihui Zhu, Ruiqi Zhao, Minghao Huo, Deqiang Xiao, Jingfan Fan, Yucong Lin, Tao Zhang, Jian Yang

Medical Physics

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

IEEE International Symposium on Biomedical Imaging (ISBI)

2023

ME-GraphSAGE: Minority Class Feature Enhanced GraphSAGE for Automatic Labeling of Coronary Arteries

Yang Ding, Tianyu Fu, Sigeng Chen, Deqiang Xiao, Jingfan Fan, Hong Song, Yang Yu, Jian Yang

Communications in computer and information science

2022

5G远程操控与混合现实引导的肝肿瘤微波消融手术导航

范敬凡,张紫馨,肖德强,付天宇,林毓聪,艾丹妮,宋红,王涌天,杨健

《中国数字医学》

2022

Multi 3 : multi -templates siamese network with multi -peaks detection and multi- features refinement for target tracking in ultrasound image sequences

Yifan Wang, Tianyu Fu, Yan Wang, Deqiang Xiao, Yucong Lin, Jingfan Fan, Hong Song, Fangyi Liu, Jian Yang

Physics in Medicine and Biology

2022

Augmented Reality Calibration with Stereo Image Registration for Surgical Navigation

Zehua Zhao, Tianyu Fu, Long Shao, Hong Song, Jingfan Fan, Deqiang Xiao, Yucong Lin, Jian Yang

International Conference on Image Processing, Computer Vision and Machine Learning (ICICML)

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, Deqiang Xiao, Guolin Ma, Jian Yang, Ying Gu

Knowledge-Based Systems

2022

Joint estimation of depth and motion from a monocular endoscopy image sequence using a multi-loss rebalancing network

Shiyuan Liu, Jingfan Fan, Dengpan Song, Tianyu Fu, Yucong Lin, Deqiang Xiao, Hong Song, Yongtian Wang, Jian Yang

Biomedical Optics Express

2022

A Method for Reconstructing 3D Skeleton of Coronary Artery from 2D X-ray Angiographic Images

Yaosong Jia, Deqiang Xiao, Qing Dong Yan, Mingwei Gao

International Conference on Intelligent Medicine and Image Processing (IMIP)

2022

Cross-domain heterogeneous residual network for single image super-resolution

Ji Li, Qinghui Zhu, Yongqin Zhang, Juanjuan Yin, Ruyi Wei, Jinsheng Xiao, Deqiang Xiao, Guoying Zhao

Neural Networks

2022

Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning

Lei Ma, Deqiang Xiao, Daeseung Kim, Chunfeng Lian, Tianshu Kuang, Qin Liu, Hannah H. Deng, Erkun Yang, M. Liebschner, J. Gateno, J. Xia, P. Yap

IEEE Transactions on Medical Imaging

2022

Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning

Yankun Lang, Chunfeng Lian, Deqiang Xiao, Hannah H. Deng, K. Thung, P. Yuan, J. Gateno, Tianshu Kuang, D. Alfi, Li Wang, D. Shen, J. Xia, P. Yap

IEEE Transactions on Medical Imaging

2022

Bidirectional prediction of facial and bony shapes for orthognathic surgical planning

Lei Ma, Chunfeng Lian, Daeseung Kim, Deqiang Xiao, Dongming Wei, Qin Liu, Tianshu Kuang, Maryam Ghanbari, Guoshi Li, J. Gateno, S. Shen, Li Wang, D. Shen, J. Xia, P. Yap

Medical Image Anal.

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, J. Gateno, D. Shen, J. Xia, P. Yap

IEEE Transactions on Medical Imaging

2021

Unsupervised learning of reference bony shapes for orthognathic surgical planning with a surface deformation network

Deqiang Xiao, Hannah H. Deng, Chunfeng Lian, Tianshu Kuang, Qin Liu, Lei Ma, Yankun Lang, Xu Chen, Daeseung Kim, J. Gateno, S. Shen, D. Shen, P. Yap, J. Xia

Medical Physics (Lancaster)

2021

Sparse Dictionary Learning for 3D Craniomaxillofacial Skeleton Estimation Based on 2D Face Photographs

Deqiang Xiao, Chunfeng Lian, Li Wang, Hannah H. Deng, K. Thung, P. Yap, J. Xia, D. Shen

Machine Learning in Dentistry

2021

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, J. Gateno, P. Yap, J. Xia

International Conference on Medical Image Computing and Computer-Assisted Intervention

2021

A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning

Deqiang Xiao, Hannah H. Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, J. Gateno, S. Shen, D. Shen, P. Yap, J. Xia

International Conference on Medical Image Computing and Computer-Assisted Intervention

2021

SkullEngine: A Multi-Stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection

Qin Liu, Hannah H. Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, J. Gateno, P. Yap, J. Xia

MLMI@MICCAI

2021

Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning

Deqiang Xiao, Chunfeng Lian, Hannah H. Deng, Tianshu Kuang, Qin Liu, Lei Ma, Daeseung Kim, Yankun Lang, Xu Chen, J. Gateno, S. Shen, J. Xia, P. Yap

IEEE journal of biomedical and health informatics

2021

A study of generalization and compatibility performance of 3D U-Net segmentation on multiple heterogeneous liver CT datasets

Bao-Chun He, Da-long Yin, Xiao-Xia Chen, Huoling Luo, Deqiang Xiao, Mu He, Gui-Sheng Wang, Chi-Hua Fang, Lian-Xin Liu, F. Jia

BMC Medical Imaging

2021

Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning

Lei Ma, Daeseung Kim, Chunfeng Lian, Deqiang Xiao, Tianshu Kuang, Qin Liu, Yankun Lang, Hannah H. Deng, J. Gateno, Ye Wu, Erkun Yang, M. Liebschner, J. Xia, P. Yap

International Conference on Medical Image Computing and Computer-Assisted Intervention

2021

Skull Segmentation from CBCT Images via Voxel-Based Rendering

Qin Liu, Chunfeng Lian, Deqiang Xiao, Lei Ma, Hannah H. Deng, Xu Chen, D. Shen, P. Yap, J. Xia

MLMI@MICCAI

2020

Multi-task Dynamic Transformer Network for Concurrent Bone Segmentation and Large-Scale Landmark Localization with Dental CBCT

Chunfeng Lian, Fan Wang, Hannah H. Deng, Li Wang, Deqiang Xiao, Tianshu Kuang, Hung-Ying Lin, J. Gateno, S. Shen, P. Yap, J. Xia, D. Shen

International Conference on Medical Image Computing and Computer-Assisted Intervention

2020

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, P. Yuan, J. Gateno, S. Shen, D. Alfi, P. Yap, J. Xia, D. Shen

International Conference on Medical Image Computing and Computer-Assisted Intervention

2020

Estimating Reference Shape Model for Personalized Surgical Reconstruction of Craniomaxillofacial Defects

Deqiang Xiao, Chunfeng Lian, Li Wang, Hannah H. Deng, Hung-Ying Lin, K. Thung, Ji-Hua Zhu, P. Yuan, Leonel Perez, J. Gateno, S. Shen, P. Yap, J. Xia, D. Shen

IEEE Transactions on Biomedical Engineering

2020

Augmented reality navigation for liver resection with a stereoscopic laparoscope

Huoling Luo, Da-long Yin, Shu-Geng Zhang, Deqiang Xiao, Bao-Chun He, F. Meng, Yanfang Zhang, W. Cai, Shenghao He, Wenyu Zhang, Qing-Mao Hu, Hongrui Guo, Shu-Hang Liang, Shuo Zhou, Shuxun Liu, Lin-Mao Sun, Xiao Guo, Chi-Hua Fang, F. Jia

Comput. Methods Programs Biomed.

2019

Bayesian model-based liver respiration motion prediction and evaluation using single-cycle and double-cycle 4D CT images

Xuezhi Bao, Wen-Chao Gao, Deqiang Xiao, Jun-Liang Wang, F. Jia

2019 International Conference on Medical Imaging Physics and Engineering (ICMIPE)

2019

Prediction of Liver Respiratory Motion Based on Machine Learning

Xuezhi Bao, Deqiang Xiao, Bao-Chun He, Wen-Chao Gao, Jun-Liang Wang, F. Jia

IEEE International Conference on Robotics and Biomimetics

2019

CNS: CycleGAN-Assisted Neonatal Segmentation Model for Cross-Datasets

Jian Chen, Zhenghan Fang, Deqiang Xiao, Duc Toan Bui, K. Thung, Xianjun Li, Jian Yang, Wei-Li Lin, Gang Li, D. Shen, Li Wang

GLMI@MICCAI

2019

Estimating Reference Bony Shape Model for Personalized Surgical Reconstruction of Posttraumatic Facial Defects

Deqiang Xiao, Li Wang, Hannah H. Deng, K. Thung, Ji-Hua Zhu, P. Yuan, Y. L. Rodrigues, Leonel Perez, Christopher E. Crecelius, J. Gateno, Tianshu Kuang, S. Shen, Daeseung Kim, D. Alfi, P. Yap, J. Xia, D. Shen

International Conference on Medical Image Computing and Computer-Assisted Intervention

2019

Automatic Detection of Craniomaxillofacial Anatomical Landmarks on CBCT Images Using 3D Mask R-CNN

Yankun Lang, Li Wang, P. Yap, Chunfeng Lian, Hannah H. Deng, K. Thung, Deqiang Xiao, P. Yuan, S. Shen, J. Gateno, Tianshu Kuang, D. Alfi, J. Xia, D. Shen

GLMI@MICCAI

2018

一种基于Kinect相机的腹部肝穿刺介入导航系统

肖德强,罗火灵,张彦舫,贾富仓,胡庆茂

《集成技术》

2018

Automatic Magnetic Resonance Image Prostate Segmentation Based on Adaptive Feature Learning Probability Boosting Tree Initialization and CNN-ASM Refinement

Bao-Chun He, Deqiang Xiao, Qing-Mao Hu, F. Jia

IEEE Access

2017

Progressive Hand-Eye Calibration for Laparoscopic Surgery Navigation

Jin-Liang Shao, Huoling Luo, Deqiang Xiao, Qing-Mao Hu, F. Jia

CARE/CLIP@MICCAI

2017

In vivo comparison of two navigation systems for abdominal percutaneous needle intervention

Deqiang Xiao, Yong Li, Huoling Luo, Yanfang Zhang, Xuejun Guo, Huimin Zheng, Qing-Mao Hu, F. Jia

Abdominal Radiology

2016

A Kinect™ camera based navigation system for percutaneous abdominal puncture

Deqiang Xiao, Huoling Luo, F. Jia, Yanfang Zhang, Yong Li, Xuejun Guo, W. Cai, Chi-Hua Fang, Ying-Fang Fan, Huimin Zheng, Qing-Mao Hu

Physics in Medicine and Biology

2013

A Kinect based automatic patient-to-image registration method for image guided percutaneous liver surgery

Deqiang Xiao, Huoling Luo, Fu-Cang Jia, Shoujun Zhou, Qing-Mao Hu, Chi-Hua Fang, Ying-Fang Fan

预印本

2026

Ran Score: a LLM-based Evaluation Score for Radiology Report Generation

Zhang, Ran, Yucong Lin, Zhaoli Su, Liu, Bowen, Danni Ai, Tianyu Fu, Deqiang Xiao, Jingfan Fan, Yuanyuan Wang, Mingwei Gao, Yuwan Hu, Shuya Gao, Jingtao Li, Jian Yang, Hong Song, Hongliang Sun

arXiv (Cornell University)

2026

A bias-free Bayesian framework for generalizable and robust multi-modality image fusion

Shihan Ma, Hong Song, J. W. Li, Ting Wang, Yucong Lin, Jianghan Xia, Yuanyuan Wang, Tianyu Fu, Jingfan Fan, Danni Ai, Deqiang Xiao, Jian Yang

SSRN Electronic Journal

2024

Efficient Non-Exemplar Class-Incremental Learning with Retrospective Feature Synthesis

Liang Bai, Hong Song, Yucong Lin, Tianyu Fu, Deqiang Xiao, Danni Ai, Jingfan Fan, Jian Yi Yang

arXiv (Cornell University)

2022

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, Deqiang Xiao, Feifei Wang, Jue Hou, Jian Jun Yang

arXiv (Cornell University)

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