Luyao Ren, Yanyan Wang, Kaiyong Li
Real-time sports injury monitoring system based on the deep learning algorithm
BMC medical imaging
comprehensive review investigates transformative potential sensordriven digital twin technology enhancing healthcare delivery within smart environments explore integration smart environments sensor technologies digital health capabilities locationbased services focusing impacts healthcare objectives outcomes work analyzes foundational technologies encompassing internet things iot internet medical things iomt machine learning ml artificial intelligence ai underpin functionalities within smart environments also examine unique characteristics smart homes smart hospitals highlighting potential revolutionize healthcare delivery remote patient monitoring telemedicine realtime data sharing review presents novel solution framework leveraging sensordriven digital twins address healthcare needs user requirements framework incorporates wearable health devices aidriven health analytics proofofconcept digital twin application furthermore explore role locationbased services lbs smart environments emphasizing potential enhance personalized healthcare interventions emergency response capabilities analyzing technical advancements sensor technologies digital twin applications review contributes valuable insights evolving landscape smart environments healthcare identify opportunities challenges associated emerging field highlight need research fully realize potential improve healthcare delivery patient wellbeing