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View article: Pose-Free 3D Quantitative Phase Imaging of Flowing Cellular Populations
Pose-Free 3D Quantitative Phase Imaging of Flowing Cellular Populations Open
High-throughput 3D quantitative phase imaging (QPI) in flow cytometry enables label-free, volumetric characterization of individual cells by reconstructing their refractive index (RI) distributions from multiple viewing angles during flow …
View article: Pose-Free 3D Quantitative Phase Imaging of Flowing Cellular Populations
Pose-Free 3D Quantitative Phase Imaging of Flowing Cellular Populations Open
High-throughput 3D quantitative phase imaging (QPI) in flow cytometry enables label-free, volumetric characterization of individual cells by reconstructing their refractive index (RI) distributions from multiple viewing angles during flow …
View article: EM Generalist: A physics-driven diffusion foundation model for electron microscopy
EM Generalist: A physics-driven diffusion foundation model for electron microscopy Open
Electron microscopy (EM) is an indispensable tool for visualizing biological structures at the nanoscale. However, high-fidelity EM imaging is often time-consuming, and 3D isotropic volume EM (vEM) remains impractical for large-scale analy…
View article: Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization Method
Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization Method Open
Diffusion models have demonstrated exceptional ability in modeling complex image distributions, making them versatile plug-and-play priors for solving imaging inverse problems. However, their reliance on large-scale clean datasets for trai…
View article: Recovering a Molecule's 3D Dynamics from Liquid-phase Electron Microscopy Movies
Recovering a Molecule's 3D Dynamics from Liquid-phase Electron Microscopy Movies Open
The dynamics of biomolecules are crucial for our understanding of their functioning in living systems. However, current 3D imaging techniques, such as cryogenic electron microscopy (cryo-EM), require freezing the sample, which limits the o…