Filters








2 Hits in 2.2 sec

Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy [article]

Claire Donnat, Axel Levy, Frederic Poitevin, Nina Miolane
2022 arXiv   pre-print
Meanwhile, recent next-generation volume reconstruction algorithms that combine generative modeling with end-to-end unsupervised deep learning techniques have shown promising results on simulated data,  ...  Recent breakthroughs in high resolution imaging of biomolecules in solution with cryo-electron microscopy (cryo-EM) have unlocked new doors for the reconstruction of molecular volumes, thereby promising  ...  However, observations of 3D molecules (also called particles) are limited to their raw 2D projections relative to an incoming electron beam, with no information on their 3D orientation or position -see  ... 
arXiv:2201.02867v2 fatcat:nizvnr5zgzcxlc2mvob3yvbvhu

Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscop [article]

Claire Donnat, Axel Levy, Frederic Poitevin, Nina Miolane
2022
Meanwhile, recent next-generation volume reconstruction algorithms that combine generative modeling with end-to-end unsupervised deep learning techniques have shown promising results on simulated data,  ...  Recent breakthroughs in high resolution imaging of biomolecules in solution with cryo-electron microscopy (cryo-EM) have unlocked new doors for the reconstruction of molecular volumes, thereby promising  ...  However, observations of 3D molecules (also called particles) are limited to their raw 2D projections relative to an incoming electron beam, with no information on their 3D orientation or position -see  ... 
doi:10.48550/arxiv.2201.02867 fatcat:h3mf3vbffrh6neyf44us62xkye