Smart healthcare support using data mining and machine learning

T Chatzinikolaou, E Vogiatzi, A Kousis… - IoT and WSN based Smart …, 2022 - Springer
Ever since the first cities were created, they have been dependent on technology to sustain
life. The smart city paradigm integrates advanced monitoring, sensing, communication, and …

[HTML][HTML] Emergent technologies in big data sensing: a survey

T Zhu, S Xiao, Q Zhang, Y Gu… - International Journal of …, 2015 - journals.sagepub.com
When the number of data generating sensors increases and the amount of sensing data
grows to a scale that traditional methods cannot handle, big data methods are needed for …

Big Data in home healthcare: A new frontier in personalized medicine. Medical emergency services and prediction of hypertension risks

A Clim, RD Zota, G Tinica - International Journal of Healthcare …, 2019 - Taylor & Francis
This paper provides an in-depth analysis of the Big Data application in the field of medicine.
This innovative technology is a significant topic because Big Data introduces new …

Application of internet of things on the healthcare field using convolutional neural network processing

J Mohana, B Yakkala, S Vimalnath… - Journal of …, 2022 - Wiley Online Library
Population at risk can benefit greatly from remote health monitoring because it allows for
early detection and treatment. Because of recent advances in Internet‐of‐Things (IoT) …

IOT big data analytics in healthcare: benefits and challenges

K Kaur, S Verma, A Bansal - 2021 6th international conference …, 2021 - ieeexplore.ieee.org
Medical data is being generated from a wide variety of sources today, including smart
phones, wearable sensors, patient records, clinical reports, researchers, healthcare …

WearableDL: Wearable Internet‐of‐Things and Deep Learning for Big Data Analytics—Concept, Literature, and Future

AR Dargazany, P Stegagno… - Mobile Information …, 2018 - Wiley Online Library
This work introduces Wearable deep learning (WearableDL) that is a unifying conceptual
architecture inspired by the human nervous system, offering the convergence of deep …

A comprehensive survey on machine learning-based big data analytics for IoT-enabled smart healthcare system

W Li, Y Chai, F Khan, SRU Jan, S Verma… - Mobile networks and …, 2021 - Springer
The outbreak of chronic diseases such as COVID-19 has made a renewed call for providing
urgent healthcare facilities to the citizens across the globe. The recent pandemic exposes …

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 …

Machine and deep learning algorithms for wearable health monitoring

C Fei, R Liu, Z Li, T Wang, FN Baig - Computational intelligence in …, 2021 - Springer
Because people desire a high quality of life, health is a vital standard of living factor that is
attracting considerable attention. Thus, the development of methods that enable rapid and …

[HTML][HTML] Machine learning for Internet of Things data analysis: A survey

MS Mahdavinejad, M Rezvan, M Barekatain… - Digital Communications …, 2018 - Elsevier
Rapid developments in hardware, software, and communication technologies have
facilitated the emergence of Internet-connected sensory devices that provide observations …