Healthcare Big Data Analysis with Artificial Neural Network for Cardiac Disease Prediction

S Mohapatra, PK Sahoo, SK Mohapatra - Electronics, 2023 - mdpi.com
The generation of a huge volume of structured, semi-structured and unstructured real-time
health monitoring data and its storage in the form of electronic health records (EHRs) need …

RETRACTED ARTICLE: An optimal artificial neural network based big data application for heart disease diagnosis and classification model

R Thanga Selvi, I Muthulakshmi - Journal of Ambient Intelligence and …, 2021 - Springer
At present days, world is facing several issues like irregular distribution of medicinal
resources, new chronic diseases, and the raising operating cost. The way of combining …

System framework for cardiovascular disease prediction based on big data technology

SH Han, KO Kim, EJ Cha, KA Kim, HS Shon - Symmetry, 2017 - mdpi.com
Amid growing concern over the changing climate, environment, and health care, the
interconnectivity between cardiovascular diseases, coupled with rapid industrialization, and …

Intelligent heart disease prediction in cloud environment through ensembling

N Gupta, N Ahuja, S Malhotra, A Bala, G Kaur - Expert Systems, 2017 - Wiley Online Library
Cloud computing is the delivery of on‐demand computing resources. Cloud computing has
numerous applications in fields of education, social networking, and medicine. But the …

Big data features, applications, and analytics in cardiology—a systematic literature review

S Nazir, M Nawaz, A Adnan, S Shahzad… - IEEE Access, 2019 - ieeexplore.ieee.org
In today's digital world the information surges with the widespread use of the internet and
global communication systems. Healthcare systems are also facing digital transformations …

A survey on deep learning model for improved disease prediction with multi medical data sets

SAH Fazlur, SK Thillaigovindan… - 2022 3rd International …, 2022 - ieeexplore.ieee.org
Human society has great influence and threat from vibrant diseases as they get affected by
different diseases every day. The cardiac disease prediction method predicts the disease …

Performance evaluation of machine learning based big data processing framework for prediction of heart disease

A Ed-Daoudy, K Maalmi - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Heart disease is one of the most prominent and dangerous diseases that threaten public
health around the world, often leading to heart attacks and strokes. More recently, the …

[PDF][PDF] A Big Data Analysis Using Fuzzy Deep Convolution Network Based Model for Heart Disease Classification.

M Manur, AK Pani, P Kumar - International Journal of Intelligent …, 2021 - researchgate.net
Heart disease is a serious disease that causes sudden death among 80% of the people
around the world. The traditional models performed predictive analytics using machine …

Medical data analysis for IoT-based datasets in the cloud using naïve bayes classifier for prediction of heart disease

B Gbadamosi, RO Ogundokun, EA Adeniyi… - New frontiers in cloud …, 2022 - Springer
The enormous volumes of IoT-based datasets in the cloud system produced by medical
industries are too multifaceted and in bulky capacity to be handled and scrutinized by …

[PDF][PDF] Intelligent heart attack prediction system using big data

P Ghadge, V Girme, K Kokane… - International journal of …, 2015 - paperpublications.org
In today's world heart attack is the very common. So diagnosing patients correctly on timely
basis is the most challenging task. Treatment of heart disease is quite high and not …