  This project explores the feasibility of remote patient monitoring based on
the analysis of 3D movements captured with smartwatches. We base our analysis
on the Kinematic Theory of Rapid Human Movement. We have validated our research
in a real case scenario for stroke rehabilitation at the Guttmann Institute5
(neurorehabilitation hospital), showing promising results. Our work could have
a great impact in remote healthcare applications, improving the medical
efficiency and reducing the healthcare costs. Future steps include more
clinical validation, developing multi-modal analysis architectures (analysing
data from sensors, images, audio, etc.), and exploring the application of our
technology to monitor other neurodegenerative diseases.
