Application of machine learning in disease prediction

PS Kohli, S Arora - 2018 4th International conference on …, 2018 - ieeexplore.ieee.org
The application of machine learning in the field of medical diagnosis is increasing gradually.
This can be contributed primarily to the improvement in the classification and recognition …

Prediction of cardiovascular disease using machine learning algorithms

KG Dinesh, K Arumugaraj, KD Santhosh… - … on Current Trends …, 2018 - ieeexplore.ieee.org
Healthcare is an inevitable task to be done in human life. Cardiovascular disease is a broad
category for a range of diseases that are affecting heart and blood vessels. The early …

Analysis of neural networks based heart disease prediction system

SP Rajamhoana, CA Devi… - … on human system …, 2018 - ieeexplore.ieee.org
Heart disease is one of the major reason for increase in the death rate. Healthcare is one
amongst the most important beneficiaries of huge knowledge & analytics. Extracting medical …

Disease prediction using machine learning algorithms

S Grampurohit, C Sagarnal - 2020 international conference for …, 2020 - ieeexplore.ieee.org
The development and exploitation of several prominent Data mining techniques in
numerous real-world application areas (eg Industry, Healthcare and Bio science) has led to …

Applying best machine learning algorithms for breast cancer prediction and classification

Y Khourdifi, M Bahaj - 2018 International conference on …, 2018 - ieeexplore.ieee.org
Breast cancer is one of the most common cancers among women in the world, accounting
for the majority of new cancer cases and cancer-related deaths according to global statistics …

Comparison of machine learning algorithms in data classification

CAU Hassan, MS Khan… - 2018 24th International …, 2018 - ieeexplore.ieee.org
Data Mining is used to extract the valuable information from raw data. The task of data
mining is to utilize the historical data to discover hidden patterns that helpful for future …

Early prediction of diabetes mellitus using machine learning

G Tripathi, R Kumar - 2020 8th international conference on …, 2020 - ieeexplore.ieee.org
Diabetes mellitus is one of the noxious disease which causes abnormalities of blood
glucose due to the resistance of producing insulin hormone in the body. It affects various …

Prediction of diabetes using machine learning algorithms in healthcare

MA Sarwar, N Kamal, W Hamid… - 2018 24th international …, 2018 - ieeexplore.ieee.org
There are several machine learning techniques that are used to perform predictive analytics
over big data in various fields. Predictive analytics in healthcare is a challenging task but …

Performance evaluation of supervised machine learning algorithms in prediction of heart disease

P Sujatha, K Mahalakshmi - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
Big challenge in health care industry is to record and analyze the massive amount of
information about patients. Innovations in technologies made revolution in the healthcare …

Retracted: Estimation of Prediction for Getting Heart Disease Using Logistic Regression Model of Machine Learning

M Saw, T Saxena, S Kaithwas… - … and informatics (ICCCI …, 2020 - ieeexplore.ieee.org
In the current era deaths due to heart disease have become a major issue. Approximately
one person dies per minute due to heart disease. Data is generated and has to be stored …