Comparing Multi-Dimensional fNIRS Features Using Bayesian Optimization-Based Neural Networks for Mild Cognitive Impairment (MCI) Detection

• Main Authors: Chutian Zhang (Author), Hongjun Yang (Author), Chen-Chen Fan (Author), Sheng Chen (Author), Chenyu Fan (Author), Zeng-Guang Hou (Author), Jingyao Chen (Author), Liang Peng (Author), Kexin Xiang (Author), Yi Wu (Author), Hongyu Xie (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

The diagnosis of mild cognitive impairment (MCI), a prodromal stage of Alzheimer’s disease (AD), is essential for initiating timely treatment to delay the onset of AD. Previous studies have shown the potential of functional near-infrared spectroscopy (fNIRS) for diagnosing MCI. However, p...