Pipeline for particle picking in cryo-electron microscopy images using convolutional neural networks trained from positive and unlabeled examples. Also featuring micrograph and tomogram denoising with DNNs.
machine-learning
cnn
pytorch
object-detection
cryo-em
topaz
denoising
cryoem
particle-picking
positive-unlabeled
topaz-denoise
topaz-em
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Updated
Sep 30, 2024 - Jupyter Notebook