A deep learning based multimodal interaction system for bed ridden and immobile hospital admitted patients: design, development and evaluation.

Background: Hospital cabins are a part and parcel of the healthcare system. Most patients admitted in hospital cabins reside in bedridden and immobile conditions. Though different kinds of systems exist to aid such patients, most of them focus on specific tasks like calling for emergencies, monitoring patient health, etc.