Leveraging Machine Learning for Disease Diagnoses based on Wearable Devices: A Survey

Z Jiang, V Van Zoest, W Deng… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Many countries around the world are facing a shortage of healthcare resources, especially
during the post-epidemic era, leading to a dramatic increase in the need for self-detection …

Mobile and wearable systems for health monitoring

M Elgendi, RR Fletcher, D Abbott, D Zheng… - Frontiers in Digital …, 2023 - frontiersin.org
Over the past decade, there has been a growing interest in using mobile and wearable
systems for healthcare applications. To contribute to this field, our Research Topic on Mobile …

Smart consumer wearables as digital diagnostic tools: a review

S Chakrabarti, N Biswas, LD Jones, S Kesari, S Ashili - Diagnostics, 2022 - mdpi.com
The increasing usage of smart wearable devices has made an impact not only on the
lifestyle of the users, but also on biological research and personalized healthcare services …

DiabDeep: Pervasive diabetes diagnosis based on wearable medical sensors and efficient neural networks

H Yin, B Mukadam, X Dai… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Diabetes impacts the quality of life of millions of people around the globe. However,
diabetes diagnosis is still an arduous process, given that this disease develops and gets …

Guest Editorial Advanced Wearable Sensors for Smart Monitoring and Disease Prediction

VG Menon, M Adhikari, J Hemanth… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
The papers in this special issue focus on advanced wearable sensor technologies for
monitoring and disease prediction. The seamless integration of sensor technologies with the …

Employing of machine learning and wearable devices in healthcare system: tasks and challenges

HS Saad, JFW Zaki, MM Abdelsalam - Neural Computing and Applications, 2024 - Springer
Disease outbreaks are nowadays a critical issue despite the development and rapid growth
of technology. One of the major challenges facing healthcare professionals and healthcare …

A validation study to confirm the accuracy of wearable devices based on health data analysis

N Hrabovska, E Kajati, I Zolotova - Electronics, 2023 - mdpi.com
This research article presents an analysis of health data collected from wearable devices,
aiming to uncover the practical applications and implications of such analyses in …

Position paper: low-cost solutions for home-based healthcare

S Yamanoor, NS Yamanoor - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
This paper describes approaches to the use of wearables and related monitoring and
diagnostic tools to glean and present data to patients and their caregivers in the form of …

Human-centred artificial intelligence for mobile health sensing: challenges and opportunities

T Dang, D Spathis, A Ghosh… - Royal Society Open …, 2023 - royalsocietypublishing.org
Advances in wearable sensing and mobile computing have enabled the collection of health
and well-being data outside of traditional laboratory and hospital settings, paving the way for …

Wearable devices in cardiovascular medicine

A Hughes, MMH Shandhi, H Master, J Dunn… - Circulation …, 2023 - Am Heart Assoc
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 …