Optimized efficient attention-based network for facial expressions analysis in neurological health care

Muhammad Munsif, Muhammad Sajjad, Mohib Ullah, Adane Nega Tarekegn, Faouzi Alaya Cheikh, Panagiotis Tsakanikas, Khan Muhammad

Abstract: Highlights•A novel and efficient framework for neurological disorder patient monitoring.•Proposal of a neurological disorder patient’s dataset for cross-validation.•Our model’s size is 3 MB, suitable for resource-restricted devices for smart health.•Superior diagnostic performance mainly for Parkinson’s and Alzheimer’s diseases.•Optimized model for robust performance in diverse practical applications.