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DRPnet: automated particle picking in cryo-electron micrographs using deep regression

  • Nguyen Phuoc Nguyen
  • , Ilker Ersoy
  • , Jacob Gotberg
  • , Filiz Bunyak
  • , Tommi A. White
  • University of Missouri-Columbia
  • University of Missouri

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number55
JournalBMC Bioinformatics
Volume22
Issue number1
DOIs
StatePublished - Dec 2021
Externally publishedYes

ASJC Scopus Subject Areas

  • Structural Biology
  • Biochemistry
  • Molecular Biology
  • Computer Science Applications
  • Applied Mathematics

Keywords

  • 3D reconstruction
  • Autopicking
  • Convolutional neural network
  • CryoEM
  • Deep learning
  • Electron microscopy
  • Image segmentation
  • Particle picking
  • Regression
  • Single particle analysis
  • Single particle reconstruction

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