Discuss the role of Medical Internet$-$of$-$Things $($IOT$)$ type devices in improving$-$

$$ Digital Twinning in relation to developing Healthcare Devices

$$ Patient pathways within a hospital setting

Reference and explain how for example data science, artificial intelligence

$($particularly machine learning$)$ will play an important role in processing such

patient data in the two examples above, to robustly play a role in decision making,

prediction and improved patient pathways at home and in hospitals.