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Journal of Microscopy · 2020

Automatic identification of crossovers in cryo‐EM images of murine amyloid protein A fibrils with machine learning

Mattthias Weber, Alex Bäuerle, Matthias Schmidt, Matthias Neumann, Marcus Fähndrich, Timo Ropinski, and Volker Schmidt

Automatic identification of crossovers in cryo‐EM images of murine amyloid protein A fibrils with machine learning

Abstract

Detecting crossovers in cryo-electron microscopy images of protein fibrils is an important step towards determining the morphological composition of a sample. We propose a combination of classical, stochastic approaches, and machine learning techniques towards solving this problem in a novel, much easier way.