Detection of Alzheimer Disease in Neuroimages Using Vision Transformers: Systematic Review and Meta-Analysis

Vivens Mubonanyikuzo   ^{1 *} , MSC ;   Hongjie Yan   ^{2 *} , PhD ;   Temitope Emmanuel Komolafe   ^{3 *} , PhD ;   Liang Zhou   ⁴ , PhD ;   Tao Wu   ¹ , PhD ;   Nizhuan Wang   ⁵ , PhD

¹ College of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China

² Department of Neurology, Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, China

³ Collaborative Research Center, Shanghai University of Medicine & Health Sciences, Shanghai, China

⁴ Department of Radiology, Jiading District Central Hospital Affiliated to Shanghai University of Medicine & Health Sciences, Shanghai, China

⁵ Department of Chinese and Bilingual Studies, The Hong Kong Polytechnic University, Kowloon, China (Hong Kong)

*these authors contributed equally