Determining the Severity of Dementia Using Ensemble Learning

• Published in: Big Data Analytics Vol. 13773; pp. 117 - 135
• Main Authors: Srivatsan, Shruti, Bamrah, Sumneet Kaur, Gayathri, K. S.
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer 2023; Springer Nature Switzerland
• Series: Lecture Notes in Computer Science
• Subjects: Activities of daily living; Dementia; Ensemble learning; Machine learning; Magnetic resonance imaging; Smart healthcare

According to WHO, 10 million individuals are subject to the risk of dementia annually. Geriatric care is expensive, restricted, and inaccessible for dementia care. The condition has no cure and medication is provided to inhibit the progress. Individuals exhibit a decline in cognition at severe stage...