Trends in using deep learning algorithms in biomedical prediction systems

Y Wang, L Liu, C Wang - Frontiers in Neuroscience, 2023 - frontiersin.org
In the domain of using DL-based methods in medical and healthcare prediction systems, the
utilization of state-of-the-art deep learning (DL) methodologies assumes paramount …

Heart failure patients monitoring using IoT-based remote monitoring system

M Umer, T Aljrees, H Karamti, A Ishaq, S Alsubai… - Scientific Reports, 2023 - nature.com
Intelligent health monitoring systems are becoming more important and popular as
technology advances. Nowadays, online services are replacing physical infrastructure in …

[PDF][PDF] IoT based congenital heart disease prediction system to amplify the authentication and data security using cloud computing

J Mistry, A Ganesh, R Ramakrishnan… - European Chemical …, 2023 - researchgate.net
This paper discusses the development of an IoT-based Congenital Heart Disease prediction
system to automate the process of predicting cardiovascular diseases. This system is based …

IoT-based patient monitoring system for predicting heart disease using deep learning

G Ramkumar, J Seetha, R Priyadarshini, M Gopila… - Measurement, 2023 - Elsevier
Motivation: Chronic diseases include diabetes, cancer, heart disease (HD), and chronic
respiratory diseases are the main causes of mortality globally. It is quite challenging to …

Smart home technology solutions for cardiovascular diseases: a systematic review

JC Moses, S Adibi, M Angelova, SMS Islam - Applied System Innovation, 2022 - mdpi.com
Cardiovascular diseases (CVD) are the leading cause of mortality globally. Despite
improvement in therapies, people with CVD lack support for monitoring and managing their …

A smart IoT-enabled heart disease monitoring system using meta-heuristic-based Fuzzy-LSTM model

NK Munagala, LRR Langoju, AD Rani… - biocybernetics and …, 2022 - Elsevier
A continuous heart disease monitoring system is one of the significant applications specified
by the Internet of Things (IoT). This goal might be achieved by combining sophisticated …

[PDF][PDF] An Analysis of IoT-Based Solutions for Congenital Heart Disease Monitoring and Prevention

J Mistry, A Ganesh - Journal of Xidian University, 2023 - researchgate.net
The application of Internet of Things (IoT) to Congenital Heart Disease (CHD) monitoring is
ushering in a new era of health care. Intelligent IoT-based devices used together with cloud …

Monitoring acute heart failure patients using internet-of-things-based smart monitoring system

NA Almujally, T Aljrees, O Saidani, M Umer… - Sensors, 2023 - mdpi.com
With technological advancements, smart health monitoring systems are gaining growing
importance and popularity. Today, business trends are changing from physical infrastructure …

Improving prediction of blood cancer using leukemia microarray gene data and Chi2 features with weighted convolutional neural network

EA Alabdulqader, AA Alarfaj, M Umer, AA Eshmawi… - Scientific Reports, 2024 - nature.com
Blood cancer has emerged as a growing concern over the past decade, necessitating early
diagnosis for timely and effective treatment. The present diagnostic method, which involves …

White blood cells classification using multi-fold pre-processing and optimized CNN model

O Saidani, M Umer, N Alturki, A Alshardan, M Kiran… - Scientific Reports, 2024 - nature.com
White blood cells (WBCs) play a vital role in immune responses against infections and
foreign agents. Different WBC types exist, and anomalies within them can indicate diseases …