Hongyoon Choi

Hongyoon Choi
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Hongyoon Choi

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Statistics - Machine Learning (1)
Computer Science - Artificial Intelligence (1)
Computer Science - Computer Vision and Pattern Recognition (1)

Publications Authored By Hongyoon Choi

For effective treatment of Alzheimer disease (AD), it is important to identify subjects who are most likely to exhibit rapid cognitive decline. Herein, we developed a novel framework based on a deep convolutional neural network which can predict future cognitive decline in mild cognitive impairment (MCI) patients using flurodeoxyglucose and florbetapir positron emission tomography (PET). The architecture of the network only relies on baseline PET studies of AD and normal subjects as the training dataset. Read More