activity
20182024
most citedOn Interpretability of Artificial Neural Networks: A Survey

46 citations · 129 across the 16 of their papers we have counts for

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Showing physics.med-phShow all

9 papers · 1 filter

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-ph2024★ 1 cited

Deep Few-view High-resolution Photon-counting CT at Halved Dose for Extremity Imaging

Mengzhou Li, Chuang Niu, Ge Wang +10

X-ray photon-counting computed tomography (PCCT) for extremity allows multi-energy high-resolution (HR) imaging but its radiation dose can be further improved. Despite the great po…

physics.med-ph2023

Coronary Atherosclerotic Plaque Characterization with Photon-counting CT: a Simulation-based Feasibility Study

Mengzhou Li, Mingye Wu, Jed Pack +5

Recent development of photon-counting CT (PCCT) brings great opportunities for plaque characterization with much-improved spatial resolution and spectral imaging capability. While…

physics.med-ph2023★ 31 cited

Systematic Review on Learning-based Spectral CT

Alexandre Bousse, Venkata Sai Sundar Kandarpa, Simon Rit +5

Spectral computed tomography (CT) has recently emerged as an advanced version of medical CT and significantly improves conventional (single-energy) CT. Spectral CT has two main for…

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…

physics.med-ph2020★ 15 cited

Clinical Micro-CT Empowered by Interior Tomography, Robotic Scanning, and Deep Learning

Mengzhou Li, Zheng Fang, Wenxiang Cong +6

While micro-CT systems are instrumental in preclinical research, clinical micro-CT imaging has long been desired with cochlear implantation as a primary example. The structural det…

physics.med-ph2020★ 11 cited

X-ray Photon-Counting Data Correction through Deep Learning

Mengzhou Li, David S. Rundle, Ge Wang

X-ray photon-counting detectors (PCDs) are drawing an increasing attention in recent years due to their low noise and energy discrimination capabilities. The energy/spectral dimens…