System and Method for Early Detection and Post Disease Detection of Dementia Patients

Talking about dementia, in basic simple words dementia can also be known as madness. Dementia is a chronic disorder of once mental ability caused by an injury or any brain disease, it can cause some serious issues such as personality changes, memory issues, communication problems and much more. The most common type of dementia diagnosis among older adults is Alzheimer’s disease which is caused by changes in brain, others are Vascular Dementia (VD), Lewy Body Dementia (LBD) and Frontotemporal Dementia (FTD). For dementia, we currently have one and only psychological treatment recommended by National Health and Care Excellence (NICE) i.e. Cognitive stimulation therapy, hence we need to make sure that we have a proper dementia prediction model. To overcome or to achieve the particular thing, we need to take help of the existing techniques present in the market. Hence, the aim is to use support vector machine and random forest to prove which works better and to get a novel accuracy.