Age and ageingHumansAgedDementiaFemaleMale
Machine learning algorithms and traditional statistical models for detection of dementia: a population-based study.
Yuqi Li, Tingting Hou, Jiaqi Dong, Cuicui Liu, Na Tian, Min Zhu, Yi Dong, Jiafeng Wang, Guoqing Zhang, Lin Song, Lin Cong, Shi Tang, Yongxiang Wang, Keke Liu, Yifeng Du
Published: 202510.1093/ageing/afaf085
Abstract
BACKGROUND: Early detection of dementia can facilitate timely therapeutic interventions to mitigate the disease progression. We evaluate the performance of machine learning algorithms and traditional logistic regression (LR) model in diagnosing demen…
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