Deep Learning-based Hierarchical Brain Segmentation with Preliminary Analysis of the Repeatability and Reproducibility.

Masami GotoKoji KamagataChristina AndicaKaito TakabayashiWataru UchidaTsubasa GotoTakuya YuzawaYoshiro KitamuraTaku HatanoNobutaka HattoriShigeki AokiHajime SakamotoYasuaki SakanoShinsuke KyogokuHiroyuki Daidanull null

Published in: Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine (2024)

Our results showed that the best performance in both repeatability and reproducibility was found in DLHBS compared with SPM and FS.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
resting state
white matter
machine learning
functional connectivity