Prediction of cognitive impairment via deep learning trained with multi-center neuropsychological test data.

Min Ju KangSang Yun KimDuk L NaByeong C KimDong Won YangEun-Joo KimHae Ri NaHyun Jeong HanJae-Hong LeeJong Hun KimKee Hyung ParkKyung Won ParkSeol-Heui HanSeong Yoon KimSoo Jin YoonBora YoonSang Won SeoSo Young MoonYoungSoon YangYong S ShimMin Jae BaekJee Hyang JeongSeong Hye ChoiYoung Chul Youn

Published in: BMC medical informatics and decision making (2019)

The machine learning algorithm for NPTs has suggested potential use as a reference in differentiating cognitive impairment in the clinical setting.

Keyphrases

cognitive impairment
machine learning
deep learning
big data
artificial intelligence
convolutional neural network
electronic health record
mild cognitive impairment
resistance training
computed tomography
magnetic resonance
data analysis
risk assessment