AI-Powered Remote Monitoring Cuts Hospital Readmissions
Published 04 November, 2025
Heart failure (HF) affects more than 64 million people worldwide and carries a five-year mortality rate comparable to certain cancers. Managing this chronic condition requires more than hospital visits. A new review published in Healthcare and Rehabilitation explores how mobile health technologies are reshaping out-of-hospital care for people living with HF.
The research team, led by Professor Jinfei Yang from the University of Health and Rehabilitation Sciences, China, examined current applications of mobile health technology in patient care.
“Mobile health technology has the distinguishing characteristics of broad coverage, ready access, easy information sharing, and support for long-term monitoring,” explains Yang. “It can effectively reduce the incidence and readmission rates of HF, while also improving patient satisfaction, making it one of the important methods for health management in patients with HF.”
The review found that mobile health tools are already being used in five key areas: volume management, rehabilitation nursing, symptom monitoring, medication adherence, and emotional management. “For example, wearable devices and smartphone apps can track weight, blood pressure, and heart rate to detect early warning signs of deterioration, while digital platforms provide medication reminders and even psychological support through mindfulness programs,” adds Yang.
Studies cited in the review show these approaches reduce hospitalizations, improve medication adherence, and enhance patients’ confidence in managing their condition. Nonetheless, challenges remain, including digital access for older adults and concerns about data security.
Contact author:
Jinfei Yang, School of Health and Life Sciences, University of Health and Rehabilitation Sciences, Qingdao, China. Email: jfyang@uhrs.edu.cn
Funders:
This work was supported by the Taishan Scholar Project of Shandong Province (grant number tsqn202103108), the Natural Science Foundation of Qingdao (grant number 0300703010), and the Open Grant from the Pingyuan Laboratory (grant number 0211130006) for financial support.
Conflict of interest:
The authors declare that they have no conflicts of interest. Author Jinfei Yang is an editorial board member of Healthcare and Rehabilitation, but has not been involved in the journal’s review of or decisions related to this manuscript.
See the article:
Shuhui Wang, Xinyi Yin, Ping Liu, Jinfei Yang. Research progress on mobile health technology in the management of patients with heart failure out-of-hospital. Healthcare and Rehabilitation. 2025; 1(3): 100035. https://doi.org/10.1016/j.hcr.2025.100035
