- enhancing 3D Cryo|ET classification through fine|tuning video ...🔍
- Knowledge transfer from macro|world to micro|world🔍
- Knowledge Transfer from Macro|world to Micro|world🔍
- Resolution improvement🔍
- High|confidence 3D template matching for cryo|electron tomography🔍
- Self|supervised learning for macromolecular structure classification ...🔍
- Basics of Cryo|ET Data Pre|Processing and Processing Pipelines🔍
- Few|shot learning for classification of novel macromolecular ...🔍
enhancing 3D Cryo|ET classification through fine|tuning video ...
enhancing 3D Cryo-ET classification through fine-tuning video ...
We propose a novel approach that involves the utilization of 3D models pre-trained on large-scale video datasets to enhance Cryo-ET subtomogram classification.
enhancing 3D Cryo-ET classification through fine-tuning video ...
We propose a novel approach that involves the utilization of 3D models pre-trained on large-scale video datasets to enhance Cryo-ET subtomogram classification.
Knowledge transfer from macro-world to micro-world: enhancing 3D ...
... enhancing 3D Cryo-ET classification through fine-tuning video-based deep models. Deep learning models have achieved remarkable success in a wide range of ...
Knowledge Transfer from Macro-world to Micro-world: Enhancing ...
Knowledge Transfer from Macro-world to Micro-world: Enhancing 3D Cryo-ET Classification through Fine-Tuning Video-based Deep Models. · Jain, Sabhay; Li, Xingjian ...
Knowledge transfer from macro-world to micro-world: enhancing 3D ...
Table 1. Open in new tab. Comparison of subtomogram classification accuracy (%) and AUC on real and simulated Cryo-ET data.a ...
Resolution improvement - 3D Refinement - CryoSPARC Discuss
I try to get rid of the bad particles as much as I can in 2D and 3D classification steps. These datasets are related to a membrane protein which ...
High-confidence 3D template matching for cryo-electron tomography
For the ribosome, NPC subunit (C8-symmetric rotational segment), half vault, and microtubule templates, peaks decay with increasing high-pass ...
Self-supervised learning for macromolecular structure classification ...
Knowledge transfer from macro-world to micro-world: enhancing 3D Cryo-ET classification through fine-tuning video-based deep models · Computer Science, Physics.
Basics of Cryo-ET Data Pre-Processing and Processing Pipelines
3D Correlation Strategies for FIB-milling Combined with Cryo-ET ... Waffle Method for Improving Throughput in FIB-milling. Bucky Cryo•388 ...
Few-shot learning for classification of novel macromolecular ...
... enhancing 3D Cryo-ET classification through fine-tuning video-based deep models · https://doi.org/10.1093/bioinformatics/btae368. Jain, Sabhay ; Li, Xingjian ...
Video classification with a 3D convolutional neural network
Tran et al. (2017). In this tutorial ... The accuracy and loss can be improved with further hyperparameter tuning or more training data.
phonchi/Computational-CryoEM: A curated list of awesome ... - GitHub
... cryo-EM by enhancing 2D classification · MScale - A strategy combining ... EM-GAN - Improved Protein Structure Modeling Using Enhanced Cryo-EM Maps With 3D Deep ...
The Basics of Cryo-ET Data Collection and Sub-Tomogram Averaging
4.1K views · 33:40. Go to channel · Waffle Method for Improving Throughput in FIB-milling. Bucky Cryo•391 views · 55:33. Go to channel · Using ...
The density map and simulated Cryo-electron tomogram of six ...
... Enhancing 3D Cryo-ET Classification through Fine-Tuning Video-based Deep Models ... video datasets to enhance Cryo-ET subtomogram classification. Our ...
Current data processing strategies for cryo-electron tomography and ...
(2018) Fine details in complex ... (2008) Classification and 3D averaging with missing wedge correction in biological electron tomography.
DeepETPicker: Fast and accurate 3D particle picking for cryo ...
DeepETPicker improves this mean F1-score by 3.75% in absolute magnitude. Overall, the classification F1-scores increase with increasing ...
Cryo-Electron Microscopy - 3D reconstruction - MyScope
The iterations continue until there is no improvement in reconstruction resolution at what is called convergence. 3D classification of the maps helps again ...
Machine learning for determining protein structure and dynamics ...
... in cryo-electron microscopy (cryo-EM) have produced new ... 3D reconstruction from the collected dataset of 2D cryo-EM images.
Tutorial: 3D Classification | CryoSPARC Guide
CryoSPARC Live Tutorial Videos · Live Jobs and Session-Level ... 3D Classification (BETA) is a tool in CryoSPARC v3.3+ that provides ...
... enhancing 3D Cryo-ET classification through fine-tuning video-based deep models ... video datasets to enhance Cryo-ET subtomogram classification. Our ...