Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313646859> ?p ?o ?g. }
- W4313646859 abstract "The adoption of artificial intelligence (AI) in healthcare is growing rapidly. Remote patient monitoring (RPM) is one of the common healthcare applications that assist doctors to monitor patients with chronic or acute illness at remote locations, elderly people in-home care, and even hospitalized patients. The reliability of manual patient monitoring systems depends on staff time management which is dependent on their workload. Conventional patient monitoring involves invasive approaches which require skin contact to monitor health status. This study aims to do a comprehensive review of RPM systems including adopted advanced technologies, AI impact on RPM, challenges and trends in AI-enabled RPM. This review explores the benefits and challenges of patient-centric RPM architectures enabled with Internet of Things wearable devices and sensors using the cloud, fog, edge, and blockchain technologies. The role of AI in RPM ranges from physical activity classification to chronic disease monitoring and vital signs monitoring in emergency settings. This review results show that AI-enabled RPM architectures have transformed healthcare monitoring applications because of their ability to detect early deterioration in patients' health, personalize individual patient health parameter monitoring using federated learning, and learn human behavior patterns using techniques such as reinforcement learning. This review discusses the challenges and trends to adopt AI to RPM systems and implementation issues. The future directions of AI in RPM applications are analyzed based on the challenges and trends" @default.
- W4313646859 created "2023-01-07" @default.
- W4313646859 creator A5043488820 @default.
- W4313646859 creator A5051614997 @default.
- W4313646859 creator A5056799282 @default.
- W4313646859 creator A5058965019 @default.
- W4313646859 creator A5065941595 @default.
- W4313646859 creator A5073458655 @default.
- W4313646859 creator A5074179735 @default.
- W4313646859 date "2023-01-05" @default.
- W4313646859 modified "2023-10-05" @default.
- W4313646859 title "Remote patient monitoring using artificial intelligence: Current state, applications, and challenges" @default.
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