Analysis and prediction of cardio vascular disease using machine learning classifiers

NK Kumar, GS Sindhu, DK Prashanthi… - 2020 6th International …, 2020 - ieeexplore.ieee.org
Cardio Vascular Disease (CVD) is, for the most part, alluding to conditions that include
limited or blocked veins that can prompt a heart attack, chest torment (angina) or stroke. The …

Machine learning tree classifiers in predicting diabetes mellitus

D Vigneswari, NK Kumar, VG Raj… - 2019 5th …, 2019 - ieeexplore.ieee.org
Diabetes Mellitus (DM) is the group of diseases where the patient suffers from higher levels
of sugar in blood over a prolonged time. Machine learning classifier helps to predict the …

Hepatitis-infectious disease prediction using classification algorithms

NK Kumar, D Vigneswari - Research Journal of Pharmacy and …, 2019 - indianjournals.com
Classification algorithms play a substantial role in analyzing and predicting infectious
diseases. Hepatitis is a provocative condition of the liver tissues by developing a yellow …

[PDF][PDF] Prediction of chronic and infectious diseases using machine learning classifiers-A systematic approach

N Kumar, K Sikamani - Int. J. Intell. Eng. Syst, 2020 - inass.org
Infectious and chronic diseases devastate millions of people across the world each year.
Nonetheless, each type of disease substantiates differently. According to the National …

A drug recommendation system for multi-disease in health care using machine learning

N Komal Kumar, D Vigneswari - International Conference on Advanced …, 2019 - Springer
The remarkable technological advancements in the health care industry have improved
recently for the betterment of patients' life and providing better clinical decisions …

An ensemble multi-model technique for predicting chronic kidney disease

KN Komal, RL Tulasi… - International Journal of …, 2019 - search.proquest.com
Abstract Chronic Kidney Disease (CKD) is a type of lifelong kidney disease that leads to the
gradual loss of kidney function over time; the main function of the kidney is to filter the …

[PDF][PDF] ISSK-an integrated self service kiosk for health monitoring and management

NK Kumar, R Bhavani, A Mohan… - International Journal of …, 2019 - researchgate.net
India has a huge population of around 1.35 billion people. 80% of India lacks in health
infrastructure, medical manpower and other health resources. Approximately 40% of the …

[PDF][PDF] Investigating dengue outbreak in Tamil Nadu, India

NK Kumar, RL Tulasi… - Indonesian Journal of …, 2020 - pdfs.semanticscholar.org
Dengue has been indigenous to India in last decade. There was a major outbreak in the
state of Tamil Nadu in 2017. Here, we investigate the dengue outbreak in parts of Tamil …

Performance Analysis of Classification Methods for Cardio Vascular Disease (CVD)

N Komal Kumar, R Lakshmi Tulasi… - … Conference on Advanced …, 2019 - Springer
Abstract Cardio Vascular Diseases (CVD) are a cluster of diseases of blood vessels and
heart, which ranges from a small blood clot to severe heart failure. Machine learning …

A Modified Multi-Swarm Optimization for Weights and Biases of a Multi-Layer Perceptron for Medical Data Classification

MG Rojas, JA Carballido, AC Olivera… - 2022 IEEE Biennial …, 2022 - ieeexplore.ieee.org
The significant increment in the amount of data managed when medical diagnosis are
performed makes the rising of new technics necessary for supporting medical decisions …