c$)$ Discuss the role of Machine Learning in improving patient pathways within a hospital setting. Also reference and explain how Internet$-$of$-$Things $($IOT$)$ type devices will play an important role in gathering patient data to allow machine learning to robustly play a role in patient pathways.

$(7$ marks$)$