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A Review on Heart Diseases Prediction Using Artificial Intelligence
Heart disease is one of the major concerns of this modern world. The insufficiency of the experts has made this issue a bigger concern. Diagnosing...
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Design of a Hybrid Bioinspired Deep Learning Model for Identification of Heart Diseases Using Clinical Parameters
There has been an exponential increase in heart diseases due to an imbalanced diet, improper lifestyle, and abnormal clinical parameters. The...
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Classification of Heart Diseases Using Logistic Regression with Various Preprocessing Techniques
Machine learning (ML) based heart disease prediction has emerged as a crucial and fruitful field of study and application. They are used to analyze...
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A comparative analysis of meta-heuristic optimization algorithms for feature selection on ML-based classification of heart-related diseases
This study aims to use a machine learning (ML)-based enhanced diagnosis and survival model to predict heart disease and survival in heart failure by...
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Detection of Cardiovascular Diseases Using Machine Learning Approach
Various advanced computing techniques and capabilities have the deep impact in the field of medical sciences, especially in identifying human heart...
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A Review on Cardiovascular Disease/Heart Disease by Machine Learning Prediction
Cardiovascular diseases commonly referred to as heart diseases, constitute a wide-ranging group of ailments impacting the heart. In our rapidly...
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Early Detection of Heart Disease Using Feature Selection and Classification Techniques
Cardiovascular diseases have been recognized as one of the major causes of death in humans. Majority of the time, the increase in death rate is due...
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A Novel Classification Methodology for Investigation of Heart Disease
The prevalence of heart diseases has become a significant concern in modern medical scenarios, leading to a substantial number of deaths each year....
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Investigation of machine learning algorithms on heart disease through dominant feature detection and feature selection
Heart diseases are an essential research topic in healthcare institutions around the world. Therefore, using machine learning and optimization...
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Early detection of heart diseases using a low-cost compact ECG sensor
Heart disease patients are continuously increasing. The patients face the problem of a delayed diagnosis as the subjects do not undergo routine tests...
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Assessment of Machine Learning Classifiers for Heart Diseases Discovery
Heart disease (HD) is one of the utmost serious illnesses that afflict humanity. The ability to anticipate cardiac illness permits physicians to...
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Data Analysis in Clinical Decision Making—Prediction of Heart Attack
The changing lifestyle has impacted each and every organ of our body, especially the heart. The diseases related to the heart can bring your life to...
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An optimal heart disease prediction using chaos game optimization-based recurrent neural model
Heart disease is the significant reason of increasing death in worldwide. The early prediction of heart disease is obtained as a challenging role and...
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Deep edge intelligence-based solution for heart failure prediction in ambient assisted living
Heart failure and heart disease prediction in real-time is a highly significant necessity for the patients living under the observation of Internet...
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Feature Selection Using Data Mining Techniques for Prognostication of Cardiovascular Diseases
Cardiovascular diseases (CVD) are a major cause of mortality world-wide causing about 17.9 million deaths per year. Cardiovascular illnesses are a...
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XAI–reduct: accuracy preservation despite dimensionality reduction for heart disease classification using explainable AI
Machine learning (ML) has been used for classification of heart diseases for almost a decade, although understanding of the internal working of the...
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Heart Disease Diagnosis Using Machine Learning Classifiers
The term “heart or cardiovascular disease” is frequently used to refer to a variety of heart-related issues. It is one of the illnesses with the...
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An optimized deep belief system for heart disease classification and severity prediction
Artificial Intelligence (AI) is applicable in many digital applications such as education, medical, transactions, etc.; it has afforded the finest...
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Heart disease risk prediction using deep learning techniques with feature augmentation
Cardiovascular diseases state as one of the greatest risks of death for the general population. Late detection in heart diseases highly conditions...
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An exhaustive review of machine and deep learning based diagnosis of heart diseases
In comparison to other diseases, the number of deaths on Heart Disease (HD) is the highest across the globe. The trend of death due to HD is still...
