Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge.

Florian KnollTullie MurrellAnuroop SriramNafissa YakubovaJure ZbontarMichael RabbatAaron DefazioMatthew J MuckleyDaniel K SodicksonC Lawrence ZitnickMichael P Recht

Published in: Magnetic resonance in medicine (2020)

The challenge led to new developments in machine learning for image reconstruction, provided insight into the current state of the art in the field, and highlighted remaining hurdles for clinical adoption.

Keyphrases

machine learning
deep learning
artificial intelligence
big data
magnetic resonance
electronic health record
magnetic resonance imaging
contrast enhanced
computed tomography