Predictive self-organizing neural networks for in-home detection of Mild Cognitive Impairment

• Main Authors: TEH, Seng Khoon, RAWTAER, Iris, TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Predictive self-organizing neural networks; Adaptive Resonance Associative Map; Fuzzy ARAM; In-home monitoring; Mild Cognitive Impairment; Health Information Technology; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7215; https://ink.library.smu.edu.sg/context/sis_research/article/8218/viewcontent/In_Home_Detection_of_Mild_Cognitive_Impairment_20220511_sv.pdf
• Institution: Singapore Management University

In-home sensing of daily living patterns from older adults coupled with machine learning is a promisingapproach to detect Mild Cognitive Impairment (MCI), a potentially reversible condition with early detectionand appropriate intervention. However, the number of subjects involved in such real-world...