ADL+: A Digital Toolkit For Cognitive Assessment And Intervention
Abstract
In this project, we designed and developed the ADL+ toolkit, which is the world’s first digitalized toolkit for longitudinal cognitive monitoring and intervention for delaying the onset of dementia. It combines behavioral analytics with gamified cognitive training and provides timely and personalized interventions.
Despite the impact of the COVID pandemic, the team and partners worked together to overcome the challenges and have successfully conducted the large-scale study, involving 77 control participants, and 75 intervention participants in 9 community centers. This is by far the largest longitudinal study in Asia that employs AI technologies for the assessment and intervention of dementia. The intervention participants demonstrated more significant improvements in cognitive performances, especially the attention and processing speed domains, and in quality of life compared to the control participants. The experts and end-users have evaluated the toolkit positively for both its design and usability. The toolkit is also shown to reduce consultation time per participant by about 11%.
The ADL+ toolkit paves the way to large-scale longitudinal cognitive wellness monitoring. In the future, the team will seek funding sources to continue the study of the toolkit and expand the collaborations with community partners for deployment so that a larger senior population can benefit from it.
Principal Investigator
Prof Miao Chun Yan
College of Computing and Data Science [email protected]Dr Chunyan Miao is a President’s Chair Professor and Chair of the College of Computing & Data Science (CCDS) at Nanyang Technological University, Singapore. Under her leadership, CCDS has contributed greatly to NTU’s top world rankings in CS, CE ...
Appointments:
Associate Vice President (Capability Building) & Senior Deputy Dean, College of Computing & Data Science
President’s Chair in Computer Science
Professor, College of Computing & Data Science
Co-Director, Others - Please update the Remarks field
Keywords: Artificial and Augmented Intelligence | Computer Science and Engineering | Info-Communication Technology | Interactive Digital Media | Internet & Communications