Mengzhou Li

Rensselaer Polytechnic Institute — United States

Medicine · Health Sciences

13h-index1.0kcitations74works0.92yr avg
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Research Topics

Medical Imaging Techniques and Applications(32), Advanced X-ray and CT Imaging(32), Radiation Dose and Imaging(16), Photoacoustic and Ultrasonic Imaging(11), Advanced Fluorescence Microscopy Techniques(7)

Publications74 total

Patch-based dual-domain photon-counting CT data correction with residual-based WGAN-ViT
Physics in Medicine and Biology·2025· 2 citedOpen Access
Deep Few-view High-resolution Photon-counting CT at Halved Dose for Extremity Imaging
IEEE Transactions on Medical Imaging·2025
Impact of network architecture and training strategy for photon counting CT data correction
2024· 4 cited
SPECT with a Compton camera for thyroid cancer imaging
2024
A 3D-printed table for hybrid x-ray CT and optical imaging of a live mouse
2024
A 3D-Printed Table for Hybrid X-ray CT and Optical Imaging of a Live Mouse
arXiv (Cornell University)·2024Open Access
Coronary atherosclerotic plaque characterization with silicon‐based photon‐counting computed tomography (CT): A simulation‐based feasibility study
Medical Physics·2024· 2 citedOpen Access
3D Photon Counting CT Image Super-Resolution Using Conditional Diffusion Model
arXiv (Cornell University)·2024Open Access
Data-driven imaging geometric recovery of ultrahigh resolution robotic micro-CT for in-vivo and other applications
PubMed·2024· 1 citedOpen Access
Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial.
PubMed·2024· 1 citedOpen Access
Photon-counting CT using a Conditional Diffusion Model for Super-resolution and Texture-preservation
arXiv (Cornell University)·2024Open Access
Deep-silicon photon-counting x-ray projection denoising through reinforcement learning
Journal of X-Ray Science and Technology·2024· 1 cited
Contrast-enhanced photon-counting micro-CT of tumor xenograft models
2024· 1 citedOpen Access
Coronary Atherosclerotic Plaque Characterization with Photon-counting CT: a Simulation-based Feasibility Study
arXiv (Cornell University)·2023Open Access
On Expressivity and Trainability of Quadratic Networks
IEEE Transactions on Neural Networks and Learning Systems·2023· 24 cited
Systematic Review on Learning-Based Spectral CT
IEEE Transactions on Radiation and Plasma Medical Sciences·2023· 23 citedOpen Access
Exploring Restrictions to use of community greenways for physical activity through structural equation modeling
Frontiers in Public Health·2023· 6 citedOpen Access
Better phasor calibration in turbid media using Monte Carlo simulations
Biophysical Journal·2023Open Access
End-to-end reconstruction for mesoscopic fluorescence molecular tomography via deep learning
2023
Photon-counting computed tomography thermometry via material decomposition and machine learning
Visual Computing for Industry Biomedicine and Art·2023· 7 citedOpen Access
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Frequent Co-authors

Ge Wang(28), Fenglei Fan(12), Chuang Niu(9), Wenxiang Cong(7), Weiwen Wu(4), Xiaodong Guo(4), Jiubin Tan(4), Hongming Shan(3), Anthony Butler(3), Hengyong Yu(3), Jinjun Xiong(2), Qing Lyu(2), Sujoy Sikdar(2), Navid Ibtehaj Nizam(2), Shan Gao(2), Hisham Mohamed(2), Lirong Xia(2), Jimin Liang(2), Rongjie Lai(2), Yueyang Teng(2)