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#Cryo-Electron Microscopy

Showing: 11 courses
California Institute of Technology

Getting Started in Cryo-EM

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Comprehensive introduction to cryo-electron microscopy, covering theory, equipment, sample preparation, data collection, and analysis techniques for various biological imaging applications.
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49 Lesons
15 hours
On-Demand
Free-Video
IEEE Signal Processing Society

Cryo-Electron Microscopy and Single Particle Analysis - Webinar 3

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Explore cryo-electron microscopy for high-resolution imaging of biosamples, including principles, challenges, and advanced reconstruction techniques like CryoGAN for structural analysis.
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23 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Spectral Decomposition of Atomic Structures in Heterogeneous Cryo-EM

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Innovative approach to recover 3D atomic structures of flexible macromolecules from cryo-EM data, combining biological knowledge with spectral analysis to estimate conformational variations.
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1 Lesons
51 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Inference Poses for Reconstruction of 3D Molecular Volumes from Cryo-EM Images

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Explore innovative techniques for reconstructing 3D molecular structures from cryo-EM data, focusing on the cryoAI algorithm that combines machine learning and physics-based approaches for efficient processing of large datasets.
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1 Lesons
46 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Molecular Structure Extrapolation to Zero Dose with CryoEM - IPAM at UCLA

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Explore zero-dose extrapolation in cryoEM, enhancing structural detail and insights into radiation damage for improved molecular visualization and atomic model refinement.
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1 Lesons
43 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Approaches for Exploring the Geometry of Molecular Conformations in Cryo-EM

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Explore advanced techniques for analyzing molecular conformations in cryo-electron microscopy, focusing on emerging approaches for complex conformational heterogeneity and associated challenges.
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1 Lesons
43 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Machine Learning for Determining Protein Structure and Dynamics from Cryo-EM Images

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Explore machine learning techniques for analyzing cryo-EM images to determine protein structure and dynamics, focusing on the cryoDRGN algorithm and its applications in structural biology.
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1 Lesons
49 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Unbiasing Procedures for Scale-Invariant Multi-Reference Alignment - IPAM at UCLA

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Explore unbiasing techniques for scale-invariant multi-reference alignment in signal processing, focusing on applications in cryo-electron microscopy and distribution learning from biased, sparse batches.
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32 Lesons
51 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Detection of Objects in Cryo-Electron Micrographs Using Geometric Deep Learning

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Explore geometric deep learning techniques for object detection and segmentation in cryo-electron micrographs, focusing on unsupervised methods and graph-based transformers for complex structures.
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14 Lesons
43 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

High Throughput, High Performance Algorithms for High Resolution Subtomogram Averaging

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Explore high-performance algorithms for subtomogram averaging in cryo-electron microscopy, focusing on tools like TomoBEAR and SUSAN to enhance throughput and resolution in structural biology.
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18 Lesons
47 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Algorithms for Non-Local Filtering - Application Cryo-Electron and Biological Microscopy

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Efficient algorithms for non-local filtering in microscopy, focusing on fast implementations of Non-Local Means Denoising and feature detection in biological images for improved image processing and analysis.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video