Simultaneous multi-transient linear-combination modeling of MRS data improves uncertainty estimation.

Helge Jörn Zöllner Christopher W Davies-Jenkins Dunja Simicic Assaf Tal Jeremias Sulam Georg Oeltzschner

Published in: bioRxiv : the preprint server for biology (2024)

Our results indicate that the model performance of 2D multi-transient LCM is similar to averaged 1D-LCM. This validation on a simplified scenario serves as necessary basis for further applications of 2D modeling.

Keyphrases

cerebral ischemia
electronic health record
big data
brain injury
subarachnoid hemorrhage
blood brain barrier
neural network
clinical evaluation