Deep edge intelligence-based solution for heart failure prediction in ambient assisted living

MIA Hossain, A Tabassum, ZU Shamszaman - Discover Internet of Things, 2023 - Springer
Heart failure and heart disease prediction in real-time is a highly significant necessity for the
patients living under the observation of Internet of Things-based Ambient Assisted Living …

Iot-cloud-based smart healthcare monitoring system for heart disease prediction via deep learning

AA Nancy, D Ravindran, PMD Raj Vincent… - Electronics, 2022 - mdpi.com
The Internet of Things confers seamless connectivity between people and objects, and its
confluence with the Cloud improves our lives. Predictive analytics in the medical domain can …

Optimization of resources in intelligent electronic health systems based on Internet of Things to predict heart diseases via artificial neural network

Y Liao, Z Tang, K Gao, M Trik - Heliyon, 2024 - cell.com
As a paradigm shift in tandem with the expansion of ICT, smart electronic health systems
hold great promise for enhancing healthcare delivery and illness prevention efforts. These …

[Retracted] An ML‐Enabled Internet of Things Framework for Early Detection of Heart Disease

Y Muhammad, M Almoteri, H Mujlid… - BioMed research …, 2022 - Wiley Online Library
Healthcare occupies a central role in sustainable societies and has an undeniable impact
on the well‐being of individuals. However, over the years, various diseases have adversely …

Internet of Things-driven Predictive Analytics for Heart Disease Detection

S Kagi, R Dakupati, KGS Venkatesan… - International Journal of …, 2024 - ijsmcse.com
The prevalence of cardiovascular diseases (CVDs) continues to be major public health
concern worldwide, necessitating innovative approaches for early detection and …

A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks

OW Samuel, B Yang, Y Geng, MG Asogbon… - Future Generation …, 2020 - Elsevier
The recently evolving remote healthcare technology could potentially aid the realization of
cost-effective and lasting solutions to life-threatening diseases such as heart failure. Such a …

Healthcare diagnostics with an adaptive deep learning model integrated with the Internet of medical Things (IoMT) for predicting heart disease

KK Baseer, K Sivakumar, D Veeraiah… - … Signal Processing and …, 2024 - Elsevier
Heart disease is a widespread health problem that poses a significant global challenge. It
includes a variety of heart-related conditions such as heart failure, coronary artery disease …

Enhanced deep learning assisted convolutional neural network for heart disease prediction on the internet of medical things platform

Y Pan, M Fu, B Cheng, X Tao, J Guo - Ieee Access, 2020 - ieeexplore.ieee.org
The diagnosis of heart disease has become a difficult medical task in the present medical
research. This diagnosis depends on the detailed and precise analysis of the patient's …

A review of smart sensors coupled with Internet of Things and Artificial Intelligence approach for heart failure monitoring

MR Maurya, NUSS Riyaz, MSB Reddy… - Medical & Biological …, 2021 - Springer
Over the last decade, there has been a huge demand for health care technologies such as
sensors-based prediction using digital health. With the continuous rise in the human …

[PDF][PDF] An IoT Framework for Heart Disease Prediction using Machine Learning

V Prasad - ijaem.net
Heart plays significant role in living organisms. Diagnosis and prediction of heart related
diseases requires more precision and perfection because a little mistake can cause major …