repic
REPIC - an ensemble learning approach to cryo-EM particle picking.
REPIC - an ensemble learning approach to cryo-EM particle picking.
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REliable PIcking by Consensus (REPIC) is an ensemble learning approach to cryogenic-electron microscopy (cryo-EM) particle picking. It identifies particles common to multiple picked particle sets (i.e., consensus particles) using graph theory and integer linear programming (ILP). Picked particle sets may be found by a human specialist (manual), template matching, mathematical function (e.g., RELION's Laplacian-of-Gaussian auto-picking), or machine-learning method. REPIC expects particle sets to be in BOX file format (*.box) where each particle has coordinates, a detection box size (in pixels), and (optional) a score [0-1].
Summary
REPIC - an ensemble learning approach to cryo-EM particle picking.
Last Updated
Sep 26, 2024 at 18:59
License
BSD-3-Clause
Total Downloads
6.1K
Supported Platforms
GitHub Repository
https://github.com/ccameron/REPICDocumentation
https://repic.readthedocs.io/en/latest/