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The AGNOSTIC MRS Benchmark Dataset: Deep Learning for Out-of-voxel Artifacts.

Aaron T GudmundsonChristopher W Davies-Jenkinsİpek ÖzdemirSaipavitra Murali-ManoharHelge Jörn ZöllnerYulu SongKathleen E HupfeldAlfons SchnitzlerGeorg OeltzschnerCraig E L StarkRichard A E Edden
Published in: bioRxiv : the preprint server for biology (2023)
The AGNOSTIC benchmark dataset for MRS is introduced and various dataset features are described. As an exemplar use of AGNOSTIC, two CNNs were developed to detect and predict OOV echoes.
Keyphrases
  • deep learning
  • machine learning
  • computed tomography
  • magnetic resonance
  • magnetic resonance imaging
  • contrast enhanced
  • cone beam