Rapid protein assignments and structures from raw NMR spectra with the deep learning technique ARTINA

Abstract

The analysis of protein NMR spectra is time-consuming and can occupy a human expert for weeks or months. The researchers in this work present a deep learning-based method that delivers signal positions, chemical shift assignments, and structures of proteins within hours after completion of the NMR measurements.