AI-Powered Breakthroughs: Revolutionizing Cognitive Psychology and Neuropsychology With Machine Learning

Abstract

This chapter examines how artificial intelligence (AI) is improving neuropsychological practice and how AI tools can be used to diagnose treat and rehabilitate cognitive disorders. Through a critical analysis of recent research and developing patterns the chapter emphasizes AIs potential for neuropsychology real-time interventions personalized care and early detection. It explores how artificial intelligence (AI) has advanced to create tools like virtual assistants chatbots and machine learning algorithms that have greatly enhanced neuropsychological testing and treatment. AI in neurorehabilitation shows encouraging results improving the precision and effectiveness of treatment regimens particularly for patients with brain injuries or cognitive decline. The chapter also examines the effects of AI on neuropsychological training and education with a focus on preparing the next generation of neuropsychologists for practice settings enhanced by AI.

Keywords Adversarial machine learning, Neurodegenerative diseases, Supervised learning, Artificial intelligence tools, Chatbots