Publications

* indicates the corresponding author, # indicates the co-first author

2024

  1. IEEE TMRB
    Cable-Driven Light-weighting and Portable System for Robotic Medical Ultrasound Imaging
    Guochen, Ning*, Jie, Wang, and Hongen, Liao
    IEEE Transactions on Medical Robotics and Bionics 2024
  2. IEEE TBME
    A Fast-scanning Protocol of Optical Coherence Tomography Angiography Based on Structure-Aware Attention
    Yuchao, Zheng, Jinpeng, Liao, Longfei, Ma, Guochen, Ning, Fang Chen; Chunhui, Li, and Hongen, Liao*
    IEEE Transactions on Biomedical Engineering 2024
  3. MICCAI
    Airway segmentation based on topological structure enhancement using multi-task learning
    Xuan, Yang, Lingyu, Chen, Yuchao, Zheng, Longfei, Ma, Fang, Chen, Guochen, Ning, and Hongen, Liao*
    27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024
  4. MICCAI
    Adversarial Diffusion Model for Domain-Adaptive Depth Estimation in Bronchoscopic Navigation
    Yiguang, Yang, Guochen, Ning*, Changgao, Zhong, and Hongen, Liao
    27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024
  5. IEEE ISBI
    SELF-SUPERVISED MICRO-BASELINE BINOCULAR ENDOSCOPE DEPTH ESTIMATION METHOD WITH DOMAIN ADAPTATION
    Xueling, Wei, Tianqi, Huang, Guochen, Ning, Shipeng, Zhang, Longfei, Ma, and Hongen, Liao*
    2024 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2024
  6. IEEE ISBI
    ADVANCING OPTICAL CHROMOENDOSCOPY: AUGMENTED PSEUDO-COLOR FUSION LEVERAGING FEATURE DISPARITIES FOR SUPERIOR IMAGE CONTRAST
    Shipeng, Zhang, Jiayuan, Liu, Yuchao, Zheng, Guochen, Ning, Zhe, Zhao, and Hongen, Liao*
    2024 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2024
  7. MIA
    One-shot neuroanatomy segmentation through online data augmentation and confidence aware pseudo label
    Liutong, Zhang, Guochen, Ning, Hanying, Liang, Boxuan, Han, and Hongen, Liao*
    Medical Image Analysis 2024

2023

  1. The Lancet Digital Health
    Large language models and their impact in ophthalmology
    Bjorn Kaijun, Betzler, Haichao, Chen, Ching-Yu, Cheng, Cecilia S, Lee, Guochen, Ning, Su Jeong, Song, Aaron Y, Lee, Ryo, Kawasaki, Peter, van Wijngaarden, Andrzej, Grzybowski, Mingguang, He, Dawei, Li, An, Ran Ran, Daniel Shu Wei, Ting, Kelvin, Teo, Paisan, Ruamviboonsuk, Sobha, Sivaprasad, Varun, Chaudhary, Ramin, Tadayoni, Xiaofei, Wang, Carol Y, Cheung, Yingfeng, Zheng, Ya Xing, Wang, Yih Chung, Tham, and Tien Yin, Wong
    The Lancet Digital Health 2023
  2. MIA
    Anatomically constrained and attention-guided deep feature fusion for joint segmentation and deformable medical image registration
    Hee Guan, Khor, Guochen, Ning, Yihua, Sun, Xu, Lu, Xinran, Zhang, and Hongen, Liao*
    Medical Image Analysis 2023
  3. IEEE TBME
    Autonomous Robotic Ultrasound Vascular Imaging System With Decoupled Control Strategy for External-Vision-Free Environments
    Guochen, Ning, Hanying, Liang, Xinran, Zhang, and Hongen, Liao*
    IEEE Transactions on Biomedical Engineering 2023
  4. BioScience Trends
    The potential of’Segment Anything’(SAM) for universal intelligent ultrasound image guidance
    Guochen, Ning*, Hanyin, Liang, Zhongliang, Jiang, Hui, Zhang, and Hongen, Liao*
    BioScience Trends 2023
  5. IEEE TIE
    Inverse-reinforcement-learning-based robotic ultrasound active compliance control in uncertain environments
    Guochen, Ning, Hanying, Liang, Xinran, Zhang, and Hongen, Liao*
    IEEE Transactions on Industrial Electronics 2023
  6. IEEE TMECH
    A Novel Miniature Spring-Based Continuum Manipulator for Minimally Invasive Surgery: Design and Evaluation
    Jie, Wang, Chengquan, Hu, Guochen, Ning, Longfei, Ma, Xinran, Zhang, and Hongen, Liao*
    IEEE/ASME Transactions on Mechatronics 2023
  7. IEEE ISBI
    Doppler Image-Based Weakly-Supervised Vascular Ultrasound Segmentation with Transformer
    Guochen, Ning, Hanying, Liang, Fang, Chen, Xinran, Zhang, and Hongen, Liao
    In 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
  8. IEEE ISBI
    Semi-supervised Anatomy Tracking with Contrastive Representation Learning in Ultrasound Sequences
    Hanying, Liang, Guochen, Ning, Xinran, Zhang, and Hongen, Liao*
    In 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
  9. IEEE JBHI
    A Segmentation Framework with Unsupervised Learning-Based Label Mapper for the Ventricular Target of Intracranial Germ Cell Tumor
    Xianyu, Wang, Shuai, Liu, Ne, Yang, Fang, Chen, Longfei, Ma, Guochen, Ning, Hui, Zhang, Xiaoguang, Qiu*, and Hongen, Liao*
    IEEE Journal of Biomedical and Health Informatics 2023
  10. CMIG
    Symmetric pyramid network for medical image inverse consistent diffeomorphic registration
    Liutong, Zhang, Guochen, Ning, Lei, Zhou, and Hongen, Liao*
    Computerized Medical Imaging and Graphics 2023

2022

  1. IEEE JBHI
    Ultrasound speckle reduction using wavelet-based generative adversarial network
    Hee Guan, Khor#, Guochen, Ning#, Xinran, Zhang, and Hongen, Liao*
    IEEE Journal of Biomedical and Health Informatics 2022
  2. IEEE ISBI
    A Less Supervised Automatic Delineation Method For Intracranial Germ Cell Tumor Radiotherapy Targets
    Xianyu, Wang, Shuai, Liu, Ne, Yang, Guochen, Ning, Longfei, Ma, Hui, Zhang, and Hongen, Liao*
    In 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) 2022
  3. IEEE ISBI
    Spatial Position Estimation Method for 3D Ultrasound Reconstruction Based on Hybrid Transfomers
    Guochen, Ning*, Hanying, Liang, Lei, Zhou, Xinran, Zhang, and Hongen, Liao
    In 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) 2022
  4. IEEE ISBI
    Spatiotemporal reconstruction method of carotid artery ultrasound from freehand sonography
    Hanying, Liang, Guochen, Ning, Shangqi, Dai, Longfei, Ma, Jianwen, Luo, Xinran, Zhang, and Hongen, Liao*
    International Journal of Computer Assisted Radiology and Surgery 2022
  5. IEEE TBME
    Immunohistochemical Index Prediction of Breast Cancer by Using Hybrid Ultrasound Data
    Fang, Chen*, Haojie, Han, Guochen, Ning, Baojie, Wen, Hongen, Liao, Wentao, Kong, and Daoqiang, Zhang
    IEEE Transactions on Biomedical Engineering 2022
  6. CMBBE
    Anatomically constrained deformable 3D reconstruction of intraoperative uterus from preoperative MRI data on uterine fibroid treatment
    Hee Guan, Khor, Guochen, Ning, Ting, Wang, Yingang, Wen, Xinran, Zhang, and Hongen, Liao*
    Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 2022

2021

  1. IEEE TBME
    Autonomic robotic ultrasound imaging system based on reinforcement learning
    Guochen, Ning, Xinran, Zhang, and Hongen, Liao*
    IEEE Transactions on Biomedical Engineering 2021
  2. Science bulletin
    A large-scale transcriptional study reveals inhibition of COVID-19 related cytokine storm by traditional Chinese medicines
    Yifei, Dai, Weijie, Qiang, Yu, Gui, Xue, Tan, Tianli, Pei, Kequan, Lin, Siwei, Cai, Liang, Sun, Guochen, Ning, Jianxun, Wang, and , others
    Science bulletin 2021
  3. IJCARS
    Force-guided autonomous robotic ultrasound scanning control method for soft uncertain environment
    Guochen, Ning, Jiaqi, Chen, Xinran, Zhang, and Hongen, Liao*
    International Journal of Computer Assisted Radiology and Surgery 2021
  4. IEEE EMBC
    An Unsupervised Convolution Neural Network for Deformable Registration of Mono/Multi-Modality Medical Images
    Xianyu, Wang, Guochen, Ning, Ne, Yang, Xinran, Zhang, Hui, Zhang, and Hongen, Liao*
    In 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2021

2020

  1. THERANOSTICS
    Real-time and multimodality image-guided intelligent HIFU therapy for uterine fibroid
    Guochen, Ning, Xinran, Zhang, Qin, Zhang, Zhibiao, Wang, and Hongen, Liao*
    Theranostics 2020
    🏆Front Cover🏆

2019

  1. MBEC
    Augmented reality surgical navigation with accurate CBCT-patient registration for dental implant placement
    Longfei, Ma, Weipeng, Jiang, Boyu, Zhang, Xiaofeng, Qu, Guochen, Ning, Xinran, Zhang, and Hongen, Liao*
    Medical & biological engineering & computing 2019
  2. Health. Techn. Lett.
    Morphological active contour without edge-based model for real-time and non-rigid uterine fibroid tracking in HIFU treatment
    Guochen, Ning, Xinran, Zhang, and Hongen, Liao*
    Healthcare Technology Letters 2019

2018

  1. BOOK CHAPTER
    3D visualization and augmented reality for orthopedics
    Longfei, Ma, Zhencheng, Fan, Guochen, Ning, Xinran, Zhang, and Hongen, Liao*
    Intelligent Orthopaedics: Artificial Intelligence and Smart Image-guided Technology for Orthopaedics 2018
  2. IEEE JBHI
    Moving-tolerant augmented reality surgical navigation system using autostereoscopic three-dimensional image overlay
    Cong, Ma, Guowen, Chen, Xinran, Zhang, Guochen, Ning, and Hongen, Liao*
    IEEE journal of biomedical and health informatics 2018
    🏆Front Cover🏆