MRI-Based Brain Volume Scoring in Cerebral Malaria is Externally Valid and Applicable to Lower-Resolution Images.
Manu S GoyalLorenna VidalKaren ChetcutiCowles ChilinguloKhalid IbrahimJeffrey ZhangDylan S SmallKarl B SeydelNicole O'BrienTerrie E TaylorDouglas G PostelsPublished in: AJNR. American journal of neuroradiology (2024)
Our findings demonstrate that the Brain Volume Score is externally valid in reproducibly predicting outcomes and can be reliably assigned to lower-resolution images.
Keyphrases
- deep learning
- resting state
- convolutional neural network
- white matter
- cerebral ischemia
- optical coherence tomography
- functional connectivity
- single molecule
- magnetic resonance imaging
- subarachnoid hemorrhage
- contrast enhanced
- type diabetes
- computed tomography
- plasmodium falciparum
- machine learning
- metabolic syndrome
- blood brain barrier
- adipose tissue