Publications

[Google Scholar]

2023

  1. MCP-Net: Introducing Patlak Loss Optimization to Whole-body Dynamic PET Inter-frame Motion Correction
    Xueqi Guo, Bo Zhou, Xiongchao Chen, Ming-Kai Chen, Chi Liu, and Nicha C Dvornek
    IEEE Transactions on Medical Imaging (TMI), 2023
    Paper
  2. TAI-GAN: Temporally and Anatomically Informed GAN for early-to-late frame conversion in dynamic cardiac PET motion correction
    Xueqi Guo, Luyao Shi, Xiongchao Chen, Bo Zhou, Qiong Liu, Huidong Xie, Yi-Hwa Liu, Richard Palyo, Edward Miller, Albert Sinusas, and 3 more authors
    In 2023 Simulation and Synthesis in Medical Imaging MICCAI Workshop (SASHIMI), 2023
    Paper Code
  3. SEAM-STRESS: A Weakly Supervised Framework for Interstitial Lung Disease Segmentation in Chest CT
    Xueqi Guo, Mohamad Abdi, Yoshihisa Shinagawa, Anna Jerebko, and Sepehr Farhand
    In 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023
    Paper
  4. Fast-MC-PET: A Novel Deep Learning-Aided Motion Correction and Reconstruction Framework for Accelerated PET
    Bo Zhou, Yu-Jung Tsai, Jiazhen Zhang, Xueqi Guo, Huidong Xie, Xiongchao Chen, Tianshun Miao, Yihuan Lu, James S Duncan, and Chi Liu
    In International Conference on Information Processing in Medical Imaging (IPMI), 2023
    Paper
  5. DuSFE: Dual-Channel Squeeze-Fusion-Excitation co-attention for cross-modality registration of cardiac SPECT and CT
    Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Jiazhen Zhang, James S Duncan, Edward J Miller, Albert J Sinusas, John A Onofrey, and Chi Liu
    Medical Image Analysis (MedIA), 2023
    Paper Code
  6. Cross-domain Iterative Network for Simultaneous Denoising, Limited-angle Reconstruction, and Attenuation Correction of Low-dose Cardiac SPECT
    Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Qiong Liu, Albert J Sinusas, and Chi Liu
    In 2023 Machine Learning in Medical Imaging MICCAI Workshop (MLMI), 2023
    Paper Code
  7. Early-to-late frame conversion using a temporally informed GAN for cardiac dynamic PET motion correction
    Xueqi Guo, Luyao Shi, Xiongchao Chen, Qiong Liu, Huidong Xie, Bo Zhou, Yi-Hwa Liu, Richard Palyo, Adam Liu, Edward Miller, and 4 more authors
    In Society of Nuclear Medicine and Molecular Imaging Annual Meeting (SNMMI Annual), 2023
    Paper
  8. Joint Denoising and Few-angle Reconstruction for Low-dose Cardiac SPECT Using a Dual-domain Iterative Network with Adaptive Data Consistency
    Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Qiong Liu, Albert J Sinusas, and Chi Liu
    In 2023 Medical Image Learning with Limited & Noisy Data MICCAI Workshop (MILLanD), 2023
    Paper Code
  9. Dynamic Imaging and Tracer Kinetic Modeling of 18F-flutemetamol PET for ATTR Cardiac Amyloidosis Patients
    Qiong Liu, Tiantian Shi, Paul Gravel, Ramesh Fazzone-Chettiar, Xueqi Guo, Huidong Xie, Xiongchao Chen, Koen Van Laere, Yi-Hwa Liu, Richard Carson, and 2 more authors
    In Society of Nuclear Medicine and Molecular Imaging Annual Meeting (SNMMI Annual), 2023
    Paper
  10. Deep Learning-Based Attenuation Map Generation for Low-Dose and Few-Angle Dedicated Cardiac SPECT
    Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Qiong Liu, Albert Sinusas, and Chi Liu
    In Society of Nuclear Medicine and Molecular Imaging Annual Meeting (SNMMI Annual), 2023
    Paper
  11. Self-supervised Positron Range Correction for Dynamic Rubidium-82 Cardiac PET Imaging
    Huidong Xie, Alexandre Velo, Xueqi Guo, Bo Zhou, Xiongchao Chen, Yu-Jung Tsai, Tianshun Miao, Qiong Liu, Albert Sinusas, and Chi Liu
    In Society of Nuclear Medicine and Molecular Imaging Annual Meeting (SNMMI Annual), 2023
    Paper
  12. Generation of Whole-Body FDG Parametric Ki Images from Static PET Images Using Deep Learning
    Tianshun Miao, Bo Zhou, Juan Liu, Xueqi Guo, Qiong Liu, Huidong Xie, Xiongchao Chen, Ming-Kai Chen, Jing Wu, Richard E Carson, and 1 more author
    IEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2023
    Paper

2022

  1. MCP-Net: Inter-frame Motion Correction with Patlak Regularization for Whole-body Dynamic PET
    Xueqi Guo, Bo Zhou, Xiongchao Chen, Chi Liu, and Nicha C Dvornek
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI, Early acceptance top 13%), 2022
    Paper Code
  2. Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network
    Xueqi Guo, Bo Zhou, David Pigg, Bruce Spottiswoode, Michael E Casey, Chi Liu, and Nicha C Dvornek
    Medical Image Analysis (MedIA), 2022
    Paper
  3. Characterization of Early Stage Parkinson’s Disease from Resting-state fMRI Data Using a Long Short-term Memory Network
    Xueqi Guo, Sule Tinaz, and Nicha C Dvornek
    Frontiers in Neuroimaging (Front. Neuroimg.), 2022
    Paper
  4. Inter-Pass Motion Correction for Whole-Body Dynamic PET and Parametric Imaging
    Xueqi Guo, Jing Wu, Ming-Kai Chen, Qiong Liu, John A Onofrey, Darko Pucar, Yulei Pang, David Pigg, Michael E Casey, Nicha C Dvornek, and 1 more author
    IEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2022
    Paper
  5. Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT
    Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Jiazhen Zhang, Albert J Sinusas, John A Onofrey, and Chi Liu
    In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
    Paper Code
  6. Prompts-matched Deep Learning Denoising for Standard-Count and Low-Count Whole Body Dynamic PET
    Qiong Liu, Yu-Jung Tsai, Xueqi Guo, Jean-Dominique Gallezot, Ming-Kai Chen, Richard Carson, and Chi Liu
    In IEEE Medical Imaging Conference (MIC), 2022
  7. Federated Transfer Learning for Low-dose PET Denoising: A Pilot Study with Simulated Heterogeneous Data
    Bo Zhou, Tianshun Miao, Niloufar Mirian, Xiongchao Chen, Huidong Xie, Zhicheng Feng, Xueqi Guo, Xiaoxiao Li, S Kevin Zhou, James S Duncan, and 1 more author
    IEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2022
    Paper
  8. A Patlak-regularized deep learning inter-frame motion correction framework for whole-body dynamic PET
    Xueqi Guo, Chi Liu, and Nicha Dvornek
    In Society of Nuclear Medicine and Molecular Imaging Annual Meeting (SNMMI Annual), 2022
    Paper

2021

  1. Inter-frame motion correction for whole-body parametric imaging using long short-term memory in a deep convolutional framework
    Xueqi Guo, Bo Zhou, David Pigg, Bruce Spottiswoode, Michael Casey, Chi Liu, and Nicha Dvornek
    In IEEE Medical Imaging Conference (MIC), 2021
  2. Event-by-event non-rigid respiratory motion correction for multi-pass continuous-bed-motion whole-body parametric PET imaging
    Yu-Jung Tsai, Xueqi Guo, John Onofrey, Yihuan Lu, Kathryn Fontaine, and Chi Liu
    In IEEE Medical Imaging Conference (MIC), 2021
  3. Inter-pass motion correction for whole-body dynamic parametric PET imaging
    Xueqi Guo, Jing Wu, Ming-Kai Chen, John Onofrey, Yulei Pang, David Pigg, Michael Casey, Nicha Dvornek, and Chi Liu
    In Society of Nuclear Medicine and Molecular Imaging Annual Meeting (SNMMI Annual), 2021
    Paper
  4. Assessment of lower extremities flow using dynamic Rb-82 PET: Acquisition protocols and quantification methods
    Zhao Liu, Stephanie Thorn, Jing Wu, Xueqi Guo, Pedro Gil Rubio Cruz, Richard Carson, Albert Sinusas, and Chi Liu
    In Society of Nuclear Medicine and Molecular Imaging Annual Meeting (SNMMI Annual), 2021
    Paper

2019

  1. Performance analysis for nonlinear tomographic data processing
    Grace J Gang, Xueqi Guo, and J Webster Stayman IV
    In 15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D), 2019
    Paper
  2. Generalized prediction framework for reconstructed image properties using neural networks
    Grace J Gang, Kailun Cheng, Xueqi Guo, and J Webster Stayman
    In Medical Imaging 2019: Physics of Medical Imaging (SPIE Medical Imaging), 2019
    Paper