A novel Alzheimer’s disease detection approach using GAN-based brain slice image enhancement

With the prevalence and the enormous societal consequence on health of Alzheimer’s disease (AD), diagnosis of AD and its prodromal form, mild cognitive impairment (MCI) is essential for patient care, and has been a research hotspot in recent years. Existing studies have applied machine learning methods to perform AD early diagnosis by analyzing various biomarkers. However, the difficulty in extracting the low-dimensional high-level brain …