Login / Signup

DeepCEST 3T: Robust MRI parameter determination and uncertainty quantification with neural networks-application to CEST imaging of the human brain at 3T.

Felix GlangAnagha DeshmaneSergey ProkudinFlorian MartinKai HerzTobias LindigBenjamin BenderKlaus SchefflerMoritz Zaiss
Published in: Magnetic resonance in medicine (2019)
The deepCEST 3T neural network provides fast and robust estimation of CEST parameters, enabling online reconstruction of sophisticated CEST contrast images without the typical computational cost. Moreover, the uncertainty quantification indicates if the predictions are trustworthy, enabling confident interpretation of contrast changes.
Keyphrases