Inferring Destinations and Activity Types of Older Adults From GPS Data: Algorithm Development and Validation.

Sayeh Bayat Gary Naglie Mark J Rapoport Elaine Stasiulis Belkacem Chikhaoui Alex Mihailidis

Published in: JMIR aging (2020)

We conclude that GPS technology is accurate for determining semantic dimensions of outdoor mobility. However, further improvements may be needed to develop a robust application of this system that can be adopted in clinical practice.

Keyphrases

clinical practice
machine learning
air pollution
physical activity
electronic health record
deep learning
big data
high resolution
data analysis
artificial intelligence
mass spectrometry