Disease Detection - Alzheimer


Disease Detection - Alzheimer

Singulariti Advantage

Singulariti combines enterprise class intelligence with industry specific customization to create applications that are ready to move into production and deliver value immediately.

The Challenge

Alzheimer’s disease (AD) is a chronic neurodegenerative disease which affects life of numerous people yearly. The cause for most Alzheimer's cases is still mostly unknown except for 1% to 5% of cases where genetic differences have been identified.

The Solution

Machine learning techniques have capacity to identify changes in the brains of people likely to get Alzheimer’s disease almost a decade before doctors can diagnose the disease from symptoms alone.

Advanced ML algorithms use non-invasive MRI scans to identify alterations in how regions of the brain are connected by displacement field (DF) estimation between a normal brain and an AD brain. Analysis of the relevant medical imagery and associated point data proves helpful to medical practitioners in a clinical situation.