High accurate stroke prediction smart necklace device based on IoT and machine learning algorithm

PH Phuc, VD Toan, TQ Ha, VH Nghia… - … on Health Science …, 2023 - ieeexplore.ieee.org
This article deals with the design and development of a smart necklace device that can warn
users of a stroke problem. The device has been developed in accordance with loT …

Development of a Smart Necklace for Stroke Warning Based on IoT and Convolutional Neural Network Deep Learning Techiniques

TD Phuc, PH Phuc, VD Toan, TQ Ha… - … on Health Science …, 2023 - ieeexplore.ieee.org
In this study, the authors developed a smart wearable necklace that can predict and warn of
strokes based on fall detection by combination of the Internet of Things (IoT) and Deep …

Machine learning-based wearable devices for smart healthcare application with risk factor monitoring

SA Alex, S Ponkamali, TR Andrew… - … Industrial 4.0 Systems …, 2022 - igi-global.com
The stroke is an important health burden around the world that occurs due to the block of
blood supply to the brain. The interruption of blood supply depends on either the sudden …

Stroke prediction using ML and IOT based wearable device

G Kanagaraj, T Primya, M Prabhavathy… - AIP Conference …, 2023 - pubs.aip.org
Stroke, the most life-threatening condition in people over 65, is the world's second largest
cause of mortality. It's similar to" heart attack". A stroke problem can result in death in …

Stroke Prediction System Using Machine Learning Algorithm

S Purohit, A Chahar, AR Banda, A Antony… - Mobile Computing and …, 2022 - Springer
Stroke is one of the heart diseases and is very dangerous to very much people in the world
as it is the world's third-largest disease which is causing death to the people in this world …

[PDF][PDF] Stroke prediction analysis using machine learning classifiers and feature technique

MM Islam, S Akter, M Rokunojjaman… - … Journal of Electronics …, 2021 - researchgate.net
Stroke is one of the fatal brain diseases that cause death in 3 to 10 hours. However, most
stroke mortality can be prevented by identifying the nature of the stroke and reacting to it …

Development of an embedded device for stroke prediction via artificial intelligence-based algorithms

MU Baloch, M Ahmad, R Ashraf… - … Conference on Frontiers …, 2022 - ieeexplore.ieee.org
The most significant cause of disability among the aged and the old is stroke, which causes
several social or financial challenges. A stroke may result in death if it is not addressed …

[PDF][PDF] Iot based earlier stroke prediction

S Monisha, R Niranjana, M Sabitha, V Sowmiya - vol, 2019 - academia.edu
Stroke onset during night-time sleep referred as wake-up stroke, where a patient awakens
with stroke symptoms that were not present before falling asleep. The symptoms of wake-up …

A Novel Inception Deep Learning Model for Mobile AI Stroke Prediction System: AI Research and Industry Perspectives for Connected Health

BM Elbagoury, R Maskeliuans… - 2024 6th International …, 2024 - ieeexplore.ieee.org
Artificial intelligence technologies for the mobile health and smart hospitals are important, by
applying predictive Analytics and Deep Learning algorithms and developing new models …

Cerebral Stroke Prediction Using Machine Learning Algorithms

A Rahman, FBA Rahman, A Islam… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Cerebral stroke is on the rise, which may kill, disable, and destroy the brain. In this situation,
it is important to predict a cerebral stroke early to prevent or lessen the damage caused by a …