activity
20202024
most citedMotion Correction via Locally Linear Embedding for Helical Photon-counting CT

9 citations · 22 across the 6 of their papers we have counts for

collaborators

6 papers

physics.med-ph2024

A 3D-Printed Table for Hybrid X-ray CT and Optical Imaging of a Live Mouse

Wenxuan Xue, Yuxuan Liang, Mengzhou Li +3

Multimodal imaging has shown great potential in cancer research by concurrently providing anatomical, functional, and molecular information in live, intact animals. During preclini…

physics.med-ph2024★ 1 cited

Data-driven imaging geometric recovery of ultrahigh resolution robotic micro-CT for in-vivo and other applications

Mengzhou Li, Guibin Zan, Wenbin Yun +3

We introduce an ultrahigh-resolution (50μm\) robotic micro-CT design for localized imaging of carotid plaques using robotic arms, cutting-edge detector, and machine learning techno…

physics.med-ph2022★ 9 cited

Motion Correction via Locally Linear Embedding for Helical Photon-counting CT

Mengzhou Li, Chiara Lowe, Anthony Butler +2

X-ray photon-counting detector (PCD) offers low noise, high resolution, and spectral characterization, representing a next generation of CT and enabling new biomedical applications…

physics.med-ph2022

Top-level Design and Simulated Performance of the First Portable CT-MR scanner

Yuting Peng, Mengzhou Li, Jace Grandinetti +2

Multi-modality imaging hardware can be integrated in a single gantry to collect diverse datasets for complementary information and spatiotemporal correlation, with excellent exampl…

cs.LG2021★ 4 cited

On Expressivity and Trainability of Quadratic Networks

Feng-Lei Fan, Mengzhou Li, Fei Wang +2

Inspired by the diversity of biological neurons, quadratic artificial neurons can play an important role in deep learning models. The type of quadratic neurons of our interest repl…

cs.LG2020★ 8 cited

Suppression of Correlated Noise with Similarity-based Unsupervised Deep Learning

Chuang Niu, Mengzhou Li, Fenglei Fan +4

Image denoising is a prerequisite for downstream tasks in many fields. Low-dose and photon-counting computed tomography (CT) denoising can optimize diagnostic performance at minimi…