Segmentation errors and intertest reliability in automated and manually traced hippocampal volumes.

Benjamin H BrinkmanHari GuragainDaniel Kenney-JungJay MandrekarRobert E WatsonKirk M WelkerJeffrey W BrittonRobert J Witte

Published in: Annals of clinical and translational neurology (2019)

Automated hippocampal volumes are more reproducible than hand-traced hippocampal volumes. However, these methods fail in some cases, and significant segmentation errors can occur.

Keyphrases

deep learning
convolutional neural network
cerebral ischemia
machine learning
high throughput
temporal lobe epilepsy
adverse drug
subarachnoid hemorrhage
blood brain barrier
brain injury
electronic health record