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publications
Super-resolution generative adversarial network (SRGAN) enabled on-chip contact microscopy
Published in Journal of Physics D, Applied Physics, 2021
Hao Zhang, Tingting Zhu, Xiongchao Chen, et al. Journal of Physics D: Applied Physics, 2021.
[Paper Link] [Code Link]
MDPET: A Unified Motion Correction and Denoising Adversarial Network for Low-Dose Gated PET
Published in IEEE transactions on medical imaging, 2021
Bo Zhou, Yu-Jung Tsai, Xiongchao Chen, James S Duncan, Chi Liu. IEEE transactions on medical imaging (TMI), 2021.
[Paper Link] [Code Link]
Adaptive super-resolution enabled on-chip contact microscopy
Published in Optics Express, 2021
Hao Zhang, Xiongchao Chen, Tingting Zhu, Chengqiang Yi, Peng Fei. Optics Express (OE), 2021.
[Paper Link] [Code Link]
CT-free attenuation correction for dedicated cardiac SPECT using a 3D dual squeeze-and-excitation residual dense network
Published in Journal of Nuclear Cardiology, 2021
Xiongchao Chen, Bo Zhou, Luyao Shi, et al. Journal of Nuclear Cardiology (JNC), 2021.
[Paper Link] [Code Link]
Increasing angular sampling through deep learning for stationary cardiac SPECT image reconstruction
Published in Journal of Nuclear Cardiology, 2022
Huidong Xie, Stephanie Thorn, Xiongchao Chen, et al. Journal of Nuclear Cardiology (JNC), 2022.
[Paper Link] [Code Link]
Federated Transfer Learning for Low-dose PET Denoising: A Pilot Study with Simulated Heterogeneous Data
Published in IEEE Transactions on Radiation and Plasma Medical Sciences, 2022
Bo Zhou, Tianshun Miao, Niloufar Mirian, Xiongchao Chen, et al. IEEE Transactions on Radiation and Plasma Medical Sciences (TRPMS), 2022.
[Paper Link] [Code Link]
Federated Transfer Learning for Low-dose PET Denoising: A Pilot Study with Simulated Heterogeneous Data
Published in IEEE Transactions on Medical Imaging, 2022
Bo Zhou, Xiongchao Chen, et al. IEEE Transactions on Medical Imaging (TMI), 2022.
[Paper Link] [Code Link]
DuDoDR-Net: Dual-domain data consistent recurrent network for simultaneous sparse view and metal artifact reduction in computed tomography
Published in Medical Image Analysis, 2022
Bo Zhou, Xiongchao Chen, S Kevin Zhou, James S Duncan, Chi Liu. Medical Image Analysis (MedIA), 2022.
[Paper Link] [Code Link]
Deep-learning-based methods of attenuation correction for SPECT and PET (Review Paper)
Published in Journal of Nuclear Cardiology, 2022
Xiongchao Chen, Chi Liu. Journal of Nuclear Cardiology (JNC), 2022.
[Paper Link] [Code Link]
DuDoSS: Deep‐Learning‐Based Dual‐Domain sinogram synthesis from Sparsely‐sampled projections of cardiac SPECT
Published in Medical Physics, 2022
Xiongchao Chen, Bo Zhou, Huidong Xie, et al. Medical Physics (MedPhy), 2022.
[Paper Link] [Code Link]
Cross-vender, cross-tracer, and cross-protocol deep transfer learning for attenuation map generation of cardiac SPECT
Published in Journal of Nuclear Cardiology, 2022
Xiongchao Chen, P Hendrik Pretorius, Bo Zhou, et al. Journal of Nuclear Cardiology (JNC), 2022.
[Paper Link] [Code Link]
Direct and indirect strategies of deep-learning-based attenuation correction for general purpose and dedicated cardiac SPECT
Published in European Journal of Nuclear Medicine and Molecular Imaging, 2022
Xiongchao Chen, Bo Zhou, et al. European Journal of Nuclear Medicine and Molecular Imaging (EJNMMI), 2022.
[Paper Link] [Code Link]
MCP-Net: Inter-frame Motion Correction with Patlak Regularization for Whole-body Dynamic PET
Published in Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Xueqi Guo, Bo Zhou, Xiongchao Chen, et al. Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022.
[Paper Link] [Code link]
Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT
Published in Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Xiongchao Chen, Bo Zhou, et al. Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022.
[Paper Link] [Code Link]
Dual-Domain Cross-Iteration Squeeze-Excitation Network for Sparse Reconstruction of Brain MRI
Published in arXiv preprint arXiv:2210.02523, 2022
Xiongchao Chen, Yoshihisa Shinagawa, Zhigang Peng, et al. arXiv preprint arXiv:2210.02523, 2022.
[Paper Link] [Code Link]
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network
Published in IEEE Transactions on Medical Imaging, 2022
Huidong Xie, Zhao Liu, Luyao Shi, Kathleen Greco, Xiongchao Chen, et al. IEEE Transactions on Medical Imaging, 2022.
[Paper Link] [Code Link]
Generation of Whole-Body FDG Parametric Ki Images from Static PET Images Using Deep Learning
Published in IEEE Transactions on Radiation and Plasma Medical Sciences, 2023
Tianshun Miao, Bo Zhou, Juan Liu, Xueqi Guo, Qiong Liu, Huidong Xie, Xiongchao Chen, et al. IEEE Transactions on Radiation and Plasma Medical Sciences, 2023.
[Paper Link] [Code Link]
DuSFE: Dual-Channel Squeeze-Fusion-Excitation Co-Attention for Cross-Modality Registration of Cardiac SPECT and CT
Published in Medical Image Analysis, 2023
Xiongchao Chen, Bo Zhou, Huidong Xie, et al. Medical Image Analysis, 2023.
[Paper Link] [Code Link]
Dual-domain Iterative Network with Adaptive Data Consistency for Joint Denoising and Few-angle Reconstruction of Low-dose Cardiac SPECT
Published in Medical Image Computing and Computer-Assisted Intervention (MICCAI) Workshop, 2023, 2023
Xiongchao Chen, Bo Zhou, Huidong Xie, et al. Medical Image Computing and Computer-Assisted Intervention (MICCAI) Workshop, 2023.
[Paper Link] [Code Link]
Cross-Domain Iterative Network for Simultaneous Denoising, Limited-angle Reconstruction, and Attenuation Correction of Cardiac SPECT
Published in Medical Image Computing and Computer-Assisted Intervention (MICCAI) Workshop, 2023, 2023
Xiongchao Chen, Bo Zhou, Huidong Xie, et al. Medical Image Computing and Computer-Assisted Intervention (MICCAI) Workshop, 2023.
[Paper Link] [Code Link]
DuDoCFNet: Dual-Domain Coarse-to-Fine Progressive Estimation Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT
Published in IEEE Transactions on Medical Imaging (TMI), 2024
Xiongchao Chen, Bo Zhou, Huidong Xie, et al. IEEE Transactions on Medical Imaging (TMI), 2024.
[Paper Link] [Code Link]
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Yale University ENAS 510
Graduate course, Yale University, Department of Biomedical Engineering, 2021
Working as the teaching assistant (TA) for Yale ENAS 510: Physical and Chemical Basis of Bioimaging and Biosensing.