Science is moving to develop using artificial intelligence (AI) through machine learning (ML) and digital data analysis. This report examines the analysis of neurological medical images such as Alzheimer's and brain tumours to improve the speed and accuracy of disease detection. The results showed the need for comprehensive treatment plans, involving doctors in developing artificial intelligence systems, and strengthening cooperation between government and medical institutions.