Smart Patient Monitoring and Recommendation (SPMR) Using Cloud Analytics and Deep Learning

A Sundas, S Badotra, GS Shahi, A Verma… - IEEE …, 2024 - ieeexplore.ieee.org
The escalating global prevalence of chronic and lifestyle-related illnesses presents
substantial societal and economic challenges. This work delves into an extensive review of …

Novel framework based on deep learning and cloud analytics for smart patient monitoring and recommendation (SPMR)

A Motwani, PK Shukla, M Pawar - Journal of Ambient Intelligence and …, 2023 - Springer
In world, patients suffering from chronic and lifestyle diseases are substantially increasing
that effects social as well as economic life. In this work, initially a broad survey of ubiquitous …

Deep Learning for Personalized Health Monitoring and Prediction: A Review

RK NVPS, R Damaševicˇius… - Authorea …, 2023 - techrxiv.org
Personalized health monitoring and prediction have become essential for improving health-
care delivery, especially with the growing prevalence of chronic diseases and an aging …

Smart predictive healthcare framework for remote patient monitoring and recommendation using deep learning with novel cost optimization

A Motwani, PK Shukla, M Pawar - … : Proceedings of ICTIS 2020, Volume 1, 2021 - Springer
Purpose The aim of this study is to propose a smart predictive healthcare framework for
patients suffering from chronic diseases and are under observation at home. To …

A precision health service for chronic diseases: development and cohort study using wearable device, machine learning, and deep learning

CT Wu, SM Wang, YE Su, TT Hsieh… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
This paper presents an integrated and scalable precision health service for health promotion
and chronic disease prevention. Continuous real-time monitoring of lifestyle and …

Enhancing Cardiovascular Health Monitoring Through IoT and Deep Learning Technologies

HH Nguyen, TT Vo - SN Computer Science, 2024 - Springer
Monitoring cardiovascular conditions is crucial in healthcare due to their significant impact
on overall wellness and their role in mitigating heart-related diseases. To address this …

Monitoring and analysis of physical activity and health conditions based on smart wearable devices

J Yu, J Zhang - Journal of Intelligent & Fuzzy Systems - content.iospress.com
The rapid growth of the Internet of Things (IoT) brings sweeping changes in various
industries. Healthcare industries have become a prime example where the Internet of …

Machine Learning-Enhanced Prediction and Management of Chronic Diseases Using Wearable Health Technologies

NVN Vemuri - Power System Technology, 2021 - powertechjournal.com
This research article delves into the integration of machine learning algorithms with state-of-
the-art wearable health technologies to provide a non-intrusive and flexible approach to the …

Personal Dense Dynamic Data Clouds Connect Systems Biomedicine to Scientific Wellness

GS Omenn, AT Magis, ND Price, L Hood - Systems Medicine, 2022 - Springer
The dramatic convergence of molecular biology, genomics, proteomics, metabolomics,
bioinformatics, and artificial intelligence has provided a substrate for deep understanding of …

Improving Preventative Care and Health Outcomes for Patients with Chronic Diseases using Big Data-Driven Insights and Predictive Modeling

K Singhania, A Reddy - International Journal of Applied Health Care …, 2024 - norislab.com
Chronic diseases such as diabetes, cardiovascular disease, and cancer are leading causes
of disability and death worldwide. With aging populations and unhealthy lifestyles becoming …