Optimal transport- and kernel-based early detection of mild cognitive impairment patients based on magnetic resonance and positron emission tomography images.

Ziyu LiuTravis S JohnsonWei ShaoMin ZhangJie ZhangKun Huang

Published in: Alzheimer's research & therapy (2022)

Our method is the current state of the art based on benchmark comparisons. This method is a necessary technological stepping stone to widespread clinical usage of MRI-based early detection of AD.

Keyphrases

mild cognitive impairment
positron emission tomography
magnetic resonance
computed tomography
cognitive decline
end stage renal disease
contrast enhanced
ejection fraction
magnetic resonance imaging
newly diagnosed
chronic kidney disease
deep learning
peritoneal dialysis
convolutional neural network