Coronary Heart Disease Prediction and Classification using Hybrid Machine Learning Algorithms
Nowadays, digitalization in the healthcare organizations places great emphasis on
technological advances in clinical healthcare providers. Traditional methods for measuring …
technological advances in clinical healthcare providers. Traditional methods for measuring …
A Comprehensive Review on Heart Disease Risk Prediction using Machine Learning and Deep Learning Algorithms
VVR Karna, VR Karna, V Janamala… - … Methods in Engineering, 2024 - Springer
Cardiovascular diseases claim approximately 17.9 million lives annually, with heart attacks
and strokes accounting for over 80% of these deaths. Key risk factors, including …
and strokes accounting for over 80% of these deaths. Key risk factors, including …
Learning-based techniques for heart disease prediction: a survey of models and performance metrics
PC Bizimana, Z Zhang, M Asim, AAA El-Latif… - Multimedia Tools and …, 2024 - Springer
Heart disease (HD) is a major threat to human health, and the medical field generates vast
amounts of data that doctors struggle to effectively interpret and use. Early prediction and …
amounts of data that doctors struggle to effectively interpret and use. Early prediction and …
Application of an end-to-end model with self-attention mechanism in cardiac disease prediction
L Li, X Chen, S Hu - Frontiers in Physiology, 2024 - frontiersin.org
Introduction: Heart disease is a prevalent global health challenge, necessitating early
detection for improved patient outcomes. This study aims to develop an innovative heart …
detection for improved patient outcomes. This study aims to develop an innovative heart …
Cyclone intensity estimation on INSAT 3D IR imagery using deep learning
K Vayadande, T Adsare, T Dharmik… - … on Innovative Data …, 2023 - ieeexplore.ieee.org
Tropical cyclones are considered as one of the most common and deadly natural disasters
in the world. The Dvorak technique is traditionally used for calculating cyclone intensity. One …
in the world. The Dvorak technique is traditionally used for calculating cyclone intensity. One …
Automated heart disease prediction using improved explainable learning-based technique
PC Bizimana, Z Zhang, AH Hounye, M Asim… - Neural Computing and …, 2024 - Springer
Heart disease (HD) stands as a major global health challenge, being a predominant cause
of death and demanding intricate and costly detection methods. The widespread impact of …
of death and demanding intricate and costly detection methods. The widespread impact of …
Anxiety Prediction and Analysis-A Machine Learning Based Approach
SA Farooq, O Konda, A Kunwar… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Anxiety is considered a psychological disorder that causes stress, emotional trauma, and so
forth, which affects a person both mentally and physically. This condition causes a person to …
forth, which affects a person both mentally and physically. This condition causes a person to …
Optimized convolutional neural network using grasshopper optimization technique for enhanced heart disease prediction
S Polepaka, RP Ram Kumar, D Palakurthy… - Cogent …, 2024 - Taylor & Francis
Abstract According to the World Health Organization (WHO), the heart disease (HD) is a
preeminent worldwide cause of mortality. Early prediction and diagnosis of HDs becomes …
preeminent worldwide cause of mortality. Early prediction and diagnosis of HDs becomes …
[HTML][HTML] Enhancing heart disease prediction with reinforcement learning and data augmentation
R Gayathri, SKB Sangeetha, SK Mathivanan… - Systems and Soft …, 2024 - Elsevier
The study presents a novel method to improve the prediction accuracy of cardiac disease by
combining data augmentation techniques with reinforcement learning. The complex nature …
combining data augmentation techniques with reinforcement learning. The complex nature …
A Detailed Analysis of Detecting Heart Diseases Using Artificial Intelligence Methods
Hearts are crucial for maintaining a healthy lifestyle and are ranked high among the organs
that need special care. Globally, heart disease is one of the leading causes of death, posing …
that need special care. Globally, heart disease is one of the leading causes of death, posing …