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Miffi: Improving the accuracy of CNN-based cryo-EM micrograph filtering with fine-tuning and Fourier space information

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.12.08.570849Source: DataRank Database

Miffi: Improving the accuracy of CNN-based cryo-EM micrograph filtering with fine-tuning and Fourier space information is a research paper published in bioRxiv (Cold Spring Harbor Laboratory) (2023). On theSindex it has a DataRank of 0.

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Authors (2)

Nozomi Ando ORCID,Da Xu ORCID

Live enrichment

PubMed:38405773 OpenAlex:https://openalex.org/W4389514825

National Institutes of Health

Grant: 2R35GM124847-06

Protein Allostery and Catalysis Beyond Bragg Diffraction

National Institutes of Health

Grant: 5U24GM129539-04

NCCAT: National Center for CryoEM Access and Training

National Science Foundation

Grant: 1942668

CAREER: Correlated Motions in Protein Allostery

National Science Foundation

Grant: 1719875

Cornell Center for Materials Research - MRSEC

greenLicense: cc-by-nc-nd

repositoryhttps://www.biorxiv.org/content/biorxiv/early/2023/12/09/2023.12.08.570849.full.pdf

publisherhttps://syndication.highwire.org/content/doi/10.1101/2023.12.08.570849

repositoryhttps://doi.org/10.1101/2023.12.08.570849

repositoryhttps://pubmed.ncbi.nlm.nih.gov/38405773

Fields of Study

Advanced Electron Microscopy Techniques and ApplicationsElectron and X-Ray Spectroscopy TechniquesAdvanced X-ray Imaging Techniques0301 basic medicine0303 health sciences03 medical and health sciences

Keywords

MicrographFourier transformComputer scienceArtificial intelligenceSpace (punctuation)AlgorithmPattern recognition (psychology)Computer visionPhysicsOpticsMathematicsScanning electron microscopeMathematical analysisMachine LearningCryoelectron MicroscopyImage Processing, Computer-AssistedNeural Networks, ComputerArticleSoftwareAlgorithms

Sustainable Development Goals

SDG 0: Industry, innovation and infrastructure

Model files for Miffi (cryo-EM micrograph filtering utilizing Fourier space information)

10.5281/zenodo.8342008Zenodo

Model files for Miffi (cryo-EM micrograph filtering utilizing Fourier space information)

10.5281/zenodo.8342009Zenodo