Wearable Devices in Cardiovascular Medicine

被引:95
作者
Hughes, Andrew [2 ]
Shandhi, Md Mobashir Hasan [5 ]
Master, Hiral [3 ]
Dunn, Jessilyn [5 ,6 ]
Brittain, Evan [1 ,4 ]
机构
[1] Vanderbilt Univ, Med Ctr, 2525 W End Ave,Suite 300A, Nashville, TN 37203 USA
[2] Vanderbilt Univ, Med Ctr, Dept Med, Nashville, TN USA
[3] Vanderbilt Univ, Med Ctr, Vanderbilt Inst Clin & Translat Res, Nashville, TN USA
[4] Vanderbilt Univ, Med Ctr, Div Cardiovasc Med, Nashville, TN USA
[5] Duke Univ, Dept Biomed Engn, Durham, NC USA
[6] Duke Univ, Dept Biostat & Bioinformat, Durham, NC USA
关键词
cardiac rehabilitation; cardiology; digital technology; healthy lifestyle; wearable electronic devices; PERIPHERAL ARTERY-DISEASE; INCREASE PHYSICAL-ACTIVITY; HEART-FAILURE; ATRIAL-FIBRILLATION; ARTIFICIAL-INTELLIGENCE; CARDIAC REHABILITATION; EXERCISE INTERVENTION; WALKING EXERCISE; HEALTH-CARE; OUTCOMES;
D O I
10.1161/CIRCRESAHA.122.322389
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Wearable devices, such as smartwatches and activity trackers, are commonly used by patients in their everyday lives to manage their health and well-being. These devices collect and analyze long-term continuous data on measures of behavioral or physiologic function, which may provide clinicians with a more comprehensive view of a patients' health compared with the traditional sporadic measures captured by office visits and hospitalizations. Wearable devices have a wide range of potential clinical applications ranging from arrhythmia screening of high-risk individuals to remote management of chronic conditions such as heart failure or peripheral artery disease. As the use of wearable devices continues to grow, we must adopt a multifaceted approach with collaboration among all key stakeholders to effectively and safely integrate these technologies into routine clinical practice. In this Review, we summarize the features of wearable devices and associated machine learning techniques. We describe key research studies that illustrate the role of wearable devices in the screening and management of cardiovascular conditions and identify directions for future research. Last, we highlight the challenges that are currently hindering the widespread use of wearable devices in cardiovascular medicine and provide short- and long-term solutions to promote increased use of wearable devices in clinical care.
引用
收藏
页码:652 / 670
页数:19
相关论文
共 114 条
[91]   Effect of a Game-Based Intervention Designed to Enhance Social Incentives to Increase Physical Activity Among Families The BE FIT Randomized Clinical Trial [J].
Patel, Mitesh S. ;
Benjamin, Emelia J. ;
Volpp, Kevin G. ;
Fox, Caroline S. ;
Small, Dylan S. ;
Massaro, Joseph M. ;
Lee, Jane J. ;
Hilbert, Victoria ;
Valentino, Maureen ;
Taylor, Devon H. ;
Manders, Emily S. ;
Mutalik, Karen ;
Zhu, Jingsan ;
Wang, Wenli ;
Murabito, Joanne M. .
JAMA INTERNAL MEDICINE, 2017, 177 (11) :1586-1593
[92]   Large-Scale Assessment of a Smartwatch to Identify Atrial Fibrillation [J].
Perez, Marco V. ;
Mahaffey, Kenneth W. ;
Hedlin, Haley ;
Rumsfeld, John S. ;
Garcia, Ariadna ;
Ferris, Todd ;
Balasubramanian, Vidhya ;
Russo, Andrea M. ;
Rajmane, Amol ;
Cheung, Lauren ;
Hung, Grace ;
Lee, Justin ;
Kowey, Peter ;
Talati, Nisha ;
Nag, Divya ;
Gummidipundi, Santosh E. ;
Beatty, Alexis ;
Hills, Mellanie True ;
Desai, Sumbul ;
Granger, Christopher B. ;
Desai, Manisha ;
Turakhia, Mintu P. .
NEW ENGLAND JOURNAL OF MEDICINE, 2019, 381 (20) :1909-1917
[93]   Effectiveness of an Activity Tracker- and Internet-Based Adaptive Walking Program for Adults: A Randomized Controlled Trial [J].
Poirier, Josee ;
Bennett, Wendy L. ;
Jerome, Gerald J. ;
Shah, Nina G. ;
Lazo, Mariana ;
Yeh, Hsin-Chieh ;
Clark, Jeanne M. ;
Cobb, Nathan K. .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2016, 18 (02)
[94]   Cognitive behavioral therapy for insomnia has sustained effects on insomnia, fatigue, and function among people with chronic heart failure and insomnia: the HeartSleep Study [J].
Redeker, Nancy S. ;
Yaggi, Henry Klar ;
Jacoby, Daniel ;
Hollenbeak, Christopher S. ;
Breazeale, Stephen ;
Conley, Samantha ;
Hwang, Youri ;
Iennaco, Joanne ;
Linsky, Sarah ;
Nwanaji-Enwerem, Uzoji ;
O'Connell, Meghan ;
Jeon, Sangchoon .
SLEEP, 2022, 45 (01)
[95]   Isosorbide Mononitrate in Heart Failure with Preserved Ejection Fraction [J].
Redfield, Margaret M. ;
Anstrom, Kevin J. ;
Levine, James A. ;
Koepp, Gabe A. ;
Borlaug, Barry A. ;
Chen, Horng H. ;
LeWinter, Martin M. ;
Joseph, Susan M. ;
Shah, Sanjiv J. ;
Semigran, Marc J. ;
Felker, G. Michael ;
Cole, Robert T. ;
Reeves, Gordon R. ;
Tedford, Ryan J. ;
Tang, W. H. Wilson ;
McNulty, Steven E. ;
Velazquez, Eric J. ;
Shah, Monica R. ;
Braunwald, Eugene .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 373 (24) :2314-2324
[96]   Internet Access as a Social Determinant of Health [J].
Rubin, Rita .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2021, 326 (04) :298-298
[97]   Wearable Devices for Ambulatory Cardiac Monitoring JACC State-of-the-Art Review [J].
Sana, Furrukh ;
Isselbacher, Eric M. ;
Singh, Jagmeet P. ;
Heist, E. Kevin ;
Pathik, Bhupesh ;
Armoundas, Antonis A. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2020, 75 (13) :1582-1592
[98]   Socioeconomic Status and Cardiovascular Outcomes Challenges and Interventions [J].
Schultz, William M. ;
Kelli, Heval M. ;
Lisko, John C. ;
Varghese, Tina ;
Shen, Jia ;
Sandesara, Pratik ;
Quyyumi, Arshed A. ;
Taylor, Herman A. ;
Gulati, Martha ;
Harold, John G. ;
Mieres, Jennifer H. ;
Ferdinand, Keith C. ;
Mensah, George A. ;
Sperling, Laurence S. .
CIRCULATION, 2018, 137 (20) :2166-2178
[99]   Accuracy of Apple Watch for Detection of Atrial Fibrillation [J].
Seshadri, Dhruv R. ;
Bittel, Barbara ;
Browsky, Dalton ;
Houghtaling, Penny ;
Drummond, Colin K. ;
Desai, Milind Y. ;
Gillinov, A. Marc .
CIRCULATION, 2020, 141 (08) :702-703
[100]   Estimation of Changes in Intracardiac Hemodynamics Using Wearable Seismocardiography and Machine Learning in Patients With Heart Failure: A Feasibility Study [J].
Shandhi, Md Mobashir Hasan ;
Fan, Joanna ;
Heller, J. Alex ;
Etemadi, Mozziyar ;
Klein, Liviu ;
Inan, Omer T. .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2022, 69 (08) :2443-2455