Artificial intelligence of things for smarter healthcare: A survey of advancements, challenges, and opportunities

S Baker, W Xiang - IEEE Communications Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Healthcare systems are under increasing strain due to a myriad of factors, from a steadily
ageing global population to the current COVID-19 pandemic. In a world where we have …

The use of smartwatch electrocardiogram beyond arrhythmia detection

M Strik, S Ploux, D Weigel, J van der Zande… - Trends in …, 2024 - Elsevier
The adoption of wearables in medicine has expanded worldwide with a rapidly growing
number of consumers and new features capable of real-time monitoring of health …

Remote cardiac rhythm monitoring in the era of smart wearables: present assets and future perspectives

A Xintarakou, V Sousonis, D Asvestas… - Frontiers in …, 2022 - frontiersin.org
Remote monitoring and control of heart function are of primary importance for patient
evaluation and management, especially in the modern era of precision medicine and …

Smartwatch electrocardiograms for automated and manual diagnosis of atrial fibrillation: a comparative analysis of three models

S Abu-Alrub, M Strik, FD Ramirez… - Frontiers in …, 2022 - frontiersin.org
Aims The diagnostic accuracy of proprietary smartwatch algorithms and the interpretability of
smartwatch ECG tracings may differ between available models. We compared the diagnostic …

[PDF][PDF] Role of coexisting ECG anomalies in the accuracy of smartwatch ECG detection of atrial fibrillation

HP Racine, M Strik, J van der Zande, SA Alrub… - Canadian Journal of …, 2022 - Elsevier
Methods In this prospective nonrandomised study we included 734 consecutive hospitalised
patients≥ 18 years of age who provided informed consent. All patients underwent 12-lead …

Using a smartwatch to record precordial electrocardiograms: a validation study

J van der Zande, M Strik, R Dubois, S Ploux, SA Alrub… - Sensors, 2023 - mdpi.com
Smartwatches that support the recording of a single-lead electrocardiogram (ECG) are
increasingly being used beyond the wrist, by placement on the ankle and on the chest …

Will artificial intelligence be “better” than humans in the management of syncope?

F Dipaola, MA Gebska, M Gatti, AG Levra, WH Parker… - JACC: Advances, 2024 - jacc.org
Clinical decision-making regarding syncope poses challenges, with risk of physician error
due to the elusive nature of syncope pathophysiology, diverse presentations, heterogeneity …

Beyond the wrist: using a smartwatch electrocardiogram to detect electrocardiographic abnormalities

S Ploux, M Strik, T Caillol, FD Ramirez… - Archives of …, 2022 - Elsevier
Background When worn on the wrist, smartwatch electrocardiograms may provide important
but incomplete information. Aims We sought to evaluate the added benefit of placing the …

[HTML][HTML] Electrocardiogram devices for home use: technological and clinical scoping review

A Zepeda-Echavarria, RR van de Leur… - JMIR cardio, 2023 - cardio.jmir.org
Background Electrocardiograms (ECGs) are used by physicians to record, monitor, and
diagnose the electrical activity of the heart. Recent technological advances have allowed …

Machine learning-based optimization of pre-symptomatic COVID-19 detection through smartwatch

HR Cho, JH Kim, HR Yoon, YS Han, TS Kang… - Scientific Reports, 2022 - nature.com
Patients with weak or no symptoms accelerate the spread of COVID-19 through various
mutations and require more aggressive and active means of validating the COVID-19 …