A systematic review of machine learning and IoT applied to the prediction and monitoring of cardiovascular diseases

A Cuevas-Chavez, Y Hernandez, J Ortiz-Hernandez… - Healthcare, 2023 - mdpi.com
According to the Pan American Health Organization, cardiovascular disease is the leading
cause of death worldwide, claiming an estimated 17.9 million lives each year. This paper …

Deep learning for quantified gait analysis: a systematic literature review

A Khan, O Galarraga, S Garcia-Salicetti… - IEEE Access, 2024 - ieeexplore.ieee.org
Over the past few years, there has been notable advancement in the field of Quantified Gait
Analysis (QGA), thanks to machine learning techniques. QGA and gait prediction are areas …

ASO-DKELM: Alpine skiing optimization based deep kernel extreme learning machine for elderly stroke detection from EEG signal

P Nancy, M Parameswari, JS Priya - Biomedical Signal Processing and …, 2024 - Elsevier
Stroke is considered the third leading cause of mortality followed by cancer and heart
disease worldwide. Stroke detection in advance is the only procedure to avoid health risks …

A divide and conquer approach for in-depth analysis of brain connectivity network using ordinal sequence based characterizer

MR Kose, MK Ahirwal, M Atulkar - Multimedia Tools and Applications, 2024 - Springer
The human brain is composed of discrete functional regions that interact with each other to
generate cognitive and/or physical activities. The functional analysis of the brain can be …

Prediction of Brain Stroke using Machine Learning with Relief Algorithm

K Jayashree, NK Prakash - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Stroke is one of the leading factors of fatality in people today. Numerous conditions,
including stress, high blood pressure, cholesterol, obesity, type 2 diabetes, and dyslipidemia …

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 …

Real-time sleep monitoring system for nursing hospitals.

CMB Ho, JH Ha, SJ Hwang, SJ Park - Gerontechnology, 2022 - search.ebscohost.com
Purpose As people grow older, they experience changes to their bodies and lives. One of
those changes is in their sleep patterns. Sleep disorders can affect a person's physical and …

[PDF][PDF] Time Series Prediction Models in Healthcare: Systematic Literature

Z Zammel, N Khabou, L Souifi, IB Rodriguez - scitepress.org
Technology has solved many of humanity's complex problems. Furthermore, healthcare
providers and researchers are working together to achieve precision medicine, which is the …

[PDF][PDF] POSTER PRESENTATION 1: HOUSING AND DAILY LIVING

CMB Ho, J Hana, SJ Park - journal.gerontechnology.org
Purpose Fall is one of the major health risks for older people. Hip fractures are considered
the most dangerous among various injuries, as they can reduce mobility and lead to many …

Brain Stroke Prediction Model Based SMOTE and Machine Learning Algorithms

AW Mohammed, HK Hmoud… - … Europe Journal of …, 2024 - moodletest.ius.edu.ba
A brain stroke is a critical medical emergency condition that causes disability and death. The
pre-diagnosis of this case can reduce the complications and problems that affect the brain …