HealthFog: An ensemble deep learning based Smart Healthcare System for Automatic Diagnosis of Heart Diseases in integrated IoT and fog computing environments

S Tuli, N Basumatary, SS Gill, M Kahani… - Future Generation …, 2020 - Elsevier
Cloud computing provides resources over the Internet and allows a plethora of applications
to be deployed to provide services for different industries. The major bottleneck being faced …

Heartfog: Fog computing enabled ensemble deep learning framework for automatic heart disease diagnosis

A Pati, M Parhi, BK Pattanayak - Intelligent and Cloud Computing …, 2022 - Springer
Abstract Recently IoT, ie, Internet of Things, is gaining importance for various fields; e-
Healthcare is one of the IoT applications that can be used in developing different kinds of …

FETCH: a deep learning-based fog computing and IoT integrated environment for healthcare monitoring and diagnosis

P Verma, R Tiwari, WC Hong, S Upadhyay… - IEEE access, 2022 - ieeexplore.ieee.org
These days cloud-based infrastructure is facing many challenges, out of which the major
issue is their syncing data before cutover and data migration. Due to the limited scalability in …

[HTML][HTML] A novel edge-computing-based framework for an intelligent smart healthcare system in smart cities

SS Tripathy, AL Imoize, M Rath, N Tripathy, S Bebortta… - Sustainability, 2022 - mdpi.com
The wide use of internet-enabled devices has not left the healthcare sector untouched. The
health status of each individual is being monitored irrespective of his/her medical conditions …

[HTML][HTML] An IoT-fog-cloud integrated framework for real-time remote cardiovascular disease diagnosis

A Pati, M Parhi, M Alnabhan, BK Pattanayak… - Informatics, 2023 - mdpi.com
Recently, it has proven difficult to make an immediate remote diagnosis of any coronary
illness, including heart disease, diabetes, etc. The drawbacks of cloud computing …

DeepMist: Toward deep learning assisted mist computing framework for managing healthcare big data

S Bebortta, SS Tripathy, S Basheer… - IEEE Access, 2023 - ieeexplore.ieee.org
The prevalence of heart disease has remained a major cause of mortalities across the world
and has been challenging for healthcare providers to detect early symptoms of cardiac …

[Retracted] Smart Heart Disease Prediction System with IoT and Fog Computing Sectors Enabled by Cascaded Deep Learning Model

KB Raju, S Dara, A Vidyarthi… - Computational …, 2022 - Wiley Online Library
Chronic illnesses like chronic respiratory disease, cancer, heart disease, and diabetes are
threats to humans around the world. Among them, heart disease with disparate features or …

Real-time cloud-based patient-centric monitoring using computational health systems

C Chakraborty, A Kishor - IEEE transactions on computational …, 2022 - ieeexplore.ieee.org
In many sectors, including healthcare services, Internet of Things (IoT) systems are growing
rapidly, providing promising technological, economical, and social potential. Healthcare …

[HTML][HTML] FedSDM: Federated learning based smart decision making module for ECG data in IoT integrated Edge–Fog–Cloud computing environments

SM Rajagopal, M Supriya, R Buyya - Internet of Things, 2023 - Elsevier
Massive data collection in modern systems has paved the way for data-driven machine
learning, a promising technique for creating reliable and robust statistical models. By …

[HTML][HTML] An intelligent health care system in fog platform with optimized performance

SS Tripathy, M Rath, N Tripathy, DS Roy, JSA Francis… - Sustainability, 2023 - mdpi.com
Cloud computing delivers services through the Internet and enables the deployment of a
diversity of apps to provide services to many businesses. At present, the low scalability of …