The Dual Task Ball Balancing Test and Its Association With Cognitive Function: Algorithm Development and Validation.

Barry R Greene Sean Tobyne Ali Jannati Killian McManus Joyce Gomes-Osman Russell E Banks Ranjit Kher John Showalter David Bates Álvaro Pascual-Leone

Published in: Journal of medical Internet research (2024)

Our results suggest that the dual task ball balancing test could be used as a digital cognitive assessment of cognitive reserve. The portability, simplicity, and intuitiveness of the task suggest that it may be suitable for unsupervised home assessment of cognitive function.

Keyphrases

machine learning
healthcare
deep learning