Smartphones and wearable technology: benefits and concerns in cardiology

Photoplethysmography and its application in clinical physiological measurement

Allen, J. (2007) · Physiological Measurement · doi:10.1088/0967-3334/28/3/r01 · Cited by 3,967 · see citing works

Large-Scale Assessment of a Smartwatch to Identify Atrial Fibrillation

Perez, M. V., Mahaffey, K. W., Hedlin, H., Rumsfeld, J. S., Garcia, A., Ferris, T., Balasubramanian, V., Russo, A. M., Rajmane, A., Cheung, L., et al. (2019) · New England Journal of Medicine · doi:10.1056/nejmoa1901183 · Cited by 1,917 · see citing works

Assessment of Remote Heart Rhythm Sampling Using the AliveCor Heart Monitor to Screen for Atrial Fibrillation: The REHEARSE-AF Study

Halcox, J. P. J., Wareham, K., Cardew, A., Gilmore, M., Barry, J. P., Phillips, C., & Gravenor, M. B. (2017) · Circulation · doi:10.1161/circulationaha.117.030583 · Cited by 580 · see citing works

Passive Detection of Atrial Fibrillation Using a Commercially Available Smartwatch

Tison, G. H., Sanchez, J. M., Ballinger, B., Singh, A., Olgin, J. E., Pletcher, M. J., Vittinghoff, E., Lee, E. S., Fan, S. M., Gladstone, R. A., et al. (2018) · JAMA Cardiology · doi:10.1001/jamacardio.2018.0136 · Cited by 566 · see citing works

Using fitness trackers and smartwatches to measure physical activity in research: analysis of consumer wrist-worn wearables

Henriksen, A., Haugen Mikalsen, M., Woldaregay, A. Z., Muzny, M., Hartvigsen, G., Hopstock, L. A., & Grimsgaard, S. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9157 · Cited by 542 · see citing works

National Heart Foundation of Australia and the Cardiac Society of Australia and New Zealand: Australian Clinical Guidelines for the Diagnosis and Management of Atrial Fibrillation 2018

Brieger, D. B., Amerena, J. V., Attia, J., Bajorek, B. V., Chan, K. H., Connell, C., Freedman, B., Ferguson, C., Hall, T. L., Haqqani, H. M., et al. (2018) · Heart Lung and Circulation · doi:10.1016/j.hlc.2018.06.1043 · Cited by 328 · see citing works

How accurate are the wrist-based heart rate monitors during walking and running activities? Are they accurate enough?

Stahl, S. E., An, H.-S., Dinkel, D. M., Noble, J. M., & Lee, J.-M. (2016) · BMJ Open Sport & Exercise Medicine · doi:10.1136/bmjsem-2015-000106 · Cited by 276 · see citing works

Heart rate monitors: State of the art

Laukkanen, R. M. T., & Virtanen, P. K. (1998) · Journal of Sports Sciences · doi:10.1080/026404198366920 · Cited by 219 · see citing works

Smart watches for heart rate assessment in atrial arrhythmias

Koshy, A. N., Sajeev, J., Nerlekar, N., Brown, A. J., Rajakariar, K., Zureik, M., Wong, M. C. G., Roberts, L., Street, M., Cooke, J. C., et al. (2018) · International Journal of Cardiology · doi:10.1016/j.ijcard.2018.02.073 · Cited by 127 · see citing works

National Heart Foundation of Australia and Cardiac Society of Australia and New Zealand: Australian clinical guidelines for the diagnosis and management of atrial fibrillation 2018

Brieger, D. B., Amerena, J. V., Attia, J., Bajorek, B. V., Chan, K. H., Connell, C., Freedman, B., Ferguson, C., Hall, T. L., Haqqani, H. M., et al. (2018) · The Medical Journal of Australia · doi:10.5694/mja18.00646 · Cited by 106 · see citing works

Wearable, yes, but able…?: it is time for evidence-based marketing claims!

Sperlich, B., & Holmberg, H. (2016) · British Journal of Sports Medicine · doi:10.1136/bjsports-2016-097295 · Cited by 76 · see citing works

Smartphone Apps Using Photoplethysmography for Heart Rate Monitoring: Meta-Analysis

Ridder, B. D., Rompaey, B. V., Kampen, J. K., Haine, S. E. F., & Dilles, T. (2018) · JMIR Cardio · doi:10.2196/cardio.8802 · Cited by 73 · see citing works

eHealth Tools to Provide Structured Assistance for Atrial Fibrillation Screening, Management, and Guideline‐Recommended Therapy in Metropolitan General Practice: The AF‐SMART Study

Orchard, J. J., Neubeck, L., Freedman, B., Li, J., Webster, R. J., Zwar, N. A., Gallagher, R. D., Ferguson, C., & Lowres, N. (2018) · Journal of the American Heart Association · doi:10.1161/jaha.118.010959 · Cited by 55 · see citing works

Mobile Self-Monitoring ECG Devices to Diagnose Arrhythmia that Coincide with Palpitations: A Scoping Review

Marston, H. R., Hadley, R., Banks, D., & Miranda-Duro, M. D. C. (2019) · Healthcare · doi:10.3390/healthcare7030096 · Cited by 33 · see citing works

Treatment of Subclinical Atrial Fibrillation

Gold, M. R. (2018) · Circulation · doi:10.1161/circulationaha.117.030096 · Cited by 12 · see citing works

The impact of wearable technologies in health research: scoping review

Huhn, S., Axt, M., Gunga, H.-C., Maggioni, M. A., Munga, S., Obor, D., Sié, A., Boudo, V., Bunker, A., Sauerborn, R., et al. (2022) · JMIR mHealth and uHealth · doi:10.2196/34384 · Cited by 379 · see citing works

Use of wearable devices in individuals with or at risk for cardiovascular disease in the US, 2019 to 2020

Dhingra, L. S., Aminorroaya, A., Oikonomou, E. K., Nargesi, A. A., Wilson, F. P., Krumholz, H. M., & Khera, R. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.16634 · Cited by 158 · see citing works

The value of WeChat application in chronic diseases management in China

Chen, X., Zhou, X. K., Li, H., Li, J., & Jiang, H. (2020) · Computer Methods and Programs in Biomedicine · doi:10.1016/j.cmpb.2020.105710 · Cited by 134 · see citing works

Validation of an equine fitness tracker: heart rate and heart rate variability

ter Woort, F., Dubois, G., Didier, M., & Erck, E. V. (2020) · Comparative Exercise Physiology · doi:10.3920/cep200028 · Cited by 34 · see citing works

Smart wearable model for predicting heart disease using machine learning

Rani, S. V. J., Chandran, K. R. S., Ranganathan, A., Chandrasekharan, M., Janani, B., & Deepsheka, G. (2022) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-022-03823-y · Cited by 34 · see citing works

Wearables and Their Potential to Transform Health Management: A Step towards Sustainable Development Goal 3

Izu, L. O., Scholtz, B. M., & Fashoro, I. (2024) · Sustainability · doi:10.3390/su16051850 · Cited by 25 · see citing works

A commentary on the potential of smartphones and other wearable devices to be used in the identification and monitoring of mental illness

Koinis, L., Mobbs, R. J., Fonseka, R. D., & Natarajan, P. (2022) · Annals of Translational Medicine · doi:10.21037/atm-21-6016 · Cited by 16 · see citing works

Data as symptom: Doctors’ responses to patient-provided data in general practice

Haase, C. B., Ajjawi, R., Bearman, M., Brodersen, J., Risør, T., & Hoeyer, K. (2023) · Social Studies of Science · doi:10.1177/03063127231164345 · Cited by 15 · see citing works

Wearable Sensors in Other Medical Domains with Application Potential for Orthopedic Trauma Surgery—A Narrative Review

Vogel, C., Grimm, B. P., Marmor, M. T., Sivananthan, S., Richter, P. H., Yarboro, S. R., Hanflik, A. M., Histing, T., & Braun, B. J. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13113134 · Cited by 15 · see citing works

Cardiovascular and locomotory parameters during training in Thoroughbred racehorses: a multi-national study

Schrurs, C., Dubois, G., Patarin, F., Cobb, M., Gardner, D. S., & Erck, E. V. (2022) · Comparative Exercise Physiology · doi:10.3920/cep210037 · Cited by 6 · see citing works

Psychological Aspects of Wearable Health Technologies in Patients with Cardiovascular Disease: A Literature Review and Call to Action

Gaffey, A. E., Hooker, S. A., Lampert, R., Gehi, A. K., & Rosman, L. (2025) · Current Cardiology Reports · doi:10.1007/s11886-025-02234-7 · Cited by 4 · see citing works

The Design and Implementation of Mobile Heart Monitoring Applications using Wearable Heart Rate Sensor

Hashim, U. N., Salahuddin, L. B., Ikram, R. R. R., Rabaah, U., Choon, N. H., & Naim, M. H. (2021) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2021.0120120 · Cited by 4 · see citing works

A brief review on wearable ECG devices and processing techniques for fall risk assessment, prevention and detection

Trkulja, A. S. A., Muharemović, A., Pokvić, L. G., Begić, E., & Badnjević, A. (2022) · Mediterranean Conference on Embedded Computing (MECO) · doi:10.1109/meco55406.2022.9797202 · Cited by 3 · see citing works

Abnormal heart rate detection through real-time heart monitoring application

Hashim, U. N., Salahuddin, L. B., Hashim, U. R., Naim, M. H., Ikram, R. R. R., & Rahim, F. A. (2023) · Bulletin of Electrical Engineering and Informatics · doi:10.11591/beei.v12i4.4933 · Cited by 3 · see citing works

A review of AI-based health prediction using apple watch and fitbit data

Khan, N., Deshpande, N. M., Singh, P., & Kadam, P. (2025) · Discover Applied Sciences · doi:10.1007/s42452-025-07783-8 · Cited by 5 · see citing works

A research on the perceptions of individuals and health professionals about the wearable technologies used in healthcare services

ÇİĞDEM, M., & Şahin, S. (2022) · Journal of International Health Sciences and Management · doi:10.48121/jihsam.903224 · Cited by 2 · see citing works

A Conceptual Model of the Benefits and Concerns of Wearable Health Data Management

Izu, L. O., Scholtz, B. M., & Fashoro, I. (2024) · Progress in IS · doi:10.1007/978-3-031-56603-5_17 · Cited by 1 · see citing works

Study on Mobile Apps-based Heart Rate Measurement: Female and Male

Setiawan, A. W. (2021) · International Conference on Vocational Education and Electrical Engineering (ICVEE) · doi:10.1109/icvee54186.2021.9649689 · Cited by 1 · see citing works

Wearable Technology, A Smart Step Towards Healthcare—A Review

Nagpal, N., Sharma, A., & Agarwal, D. (2025) · Lecture notes in networks and systems · doi:10.1007/978-981-96-3942-7_11

Heads Up! Introducing Wearable Health Technologies in Cardiology.

Vaduganathan, M., & Bhatt, D. L. (2015) · PubMed · Cited by 1 · see citing works

Wearable Technologies in Cardiology: Current Evidence and Future Perspective

Çinier, G. (2019) · The Anatolian Journal of Cardiology · doi:10.14744/anatoljcardiol.2019.55550 · Cited by 2 · see citing works

Is Your Smartphone a Heartbreaker? Dialing into the Connection Between Mobile Phone Use and Cardiovascular Disease

Grubic, N., Andreacchi, A. T., & Batomen, B. (2024) · Canadian Journal of Cardiology · doi:10.1016/j.cjca.2024.07.006 · Cited by 3 · see citing works

Keep Your Distance From Smartphones, Cardiac Device Wearers Are Warned

(2015) · Journal of Clinical Engineering · doi:10.1097/jce.0000000000000117

The Application and Prospects of Smart Wearable Devices in Cardiovascular Care: Focusing on Electrocardiogram Monitoring, Atrial Fibrillation, and Arrhythmia Management

王, 宁. (2025) · Advances in Clinical Medicine · doi:10.12677/acm.2025.1592605