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
subarachnoid hemorrhage
blood brain barrier
machine learning
data analysis