Zobrazeno 1 - 10
of 234
pro vyhledávání: '"HARIKUMAR RAJAGURU"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-24 (2024)
Abstract The world has a higher count of death rates as a result of Alcohol consumption. Identification is possible because Alcoholic EEG waves have a certain behavior that is totally different compared to the non-alcoholic individual. The available
Externí odkaz:
https://doaj.org/article/a1f849f0c77a4543b01d5624cd0c891d
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-19 (2024)
Abstract The microarray gene expression data poses a tremendous challenge due to their curse of dimensionality problem. The sheer volume of features far surpasses available samples, leading to overfitting and reduced classification accuracy. Thus the
Externí odkaz:
https://doaj.org/article/04e15327432444688b7af411402cf11f
Publikováno v:
Heliyon, Vol 10, Iss 17, Pp e36751- (2024)
Cardiovascular disease (CVD) is connected with irregular cardiac electrical activity, which can be seen in ECG alterations. Due to its convenience and non-invasive aspect, the ECG is routinely exploited to identify different arrhythmias and automatic
Externí odkaz:
https://doaj.org/article/2acb92f3a7d1402997dbca53fb0a0c50
Publikováno v:
Heliyon, Vol 10, Iss 16, Pp e36419- (2024)
Gene expression in the microarray is assimilated with redundant and high-dimensional information. Moreover, the information in the microarray genes mostly correlates with background noise. This paper uses dimensionality reduction and feature selectio
Externí odkaz:
https://doaj.org/article/8c02ffce27b844a79ba0bef787ae6806
Publikováno v:
Diagnostics, Vol 14, Iss 20, p 2287 (2024)
Background/Objectives: Photoplethysmography (PPG) signals, which measure blood volume changes through light absorption, are increasingly used for non-invasive cardiovascular disease (CVD) detection. Analyzing PPG signals can help identify irregular h
Externí odkaz:
https://doaj.org/article/97b90ee44b674bfdb36804f58a2c6c60
Autor:
Kalaiyarasi Mani, Harikumar Rajaguru
Publikováno v:
Heliyon, Vol 10, Iss 9, Pp e29630- (2024)
Prostate cancer is a major world health problem for men. This shows how important early detection and accurate diagnosis are for better treatment and patient outcomes. This study compares different ways to find Prostate Cancer (PCa) and label tumors
Externí odkaz:
https://doaj.org/article/75f04142bf5a4d20b286adfa1c2e5962
Publikováno v:
Diagnostics, Vol 14, Iss 17, p 1857 (2024)
For patients suffering from obstructive sleep apnea and sleep-related breathing disorders, snoring is quite common, and it greatly interferes with the quality of life for them and for the people surrounding them. For diagnosing obstructive sleep apne
Externí odkaz:
https://doaj.org/article/7db2c71620ef490099d1b4310f9acd88
Autor:
Dinesh Chellappan, Harikumar Rajaguru
Publikováno v:
Bioengineering, Vol 11, Iss 8, p 766 (2024)
This article investigates the effectiveness of feature extraction and selection techniques in enhancing the performance of classifier accuracy in Type II Diabetes Mellitus (DM) detection using microarray gene data. To address the inherent high dimens
Externí odkaz:
https://doaj.org/article/ece7fe4e6f5b4f8581243ceb316351bc
Publikováno v:
Biomimetics, Vol 9, Iss 6, p 356 (2024)
In the current scenario, liver abnormalities are one of the most serious public health concerns. Cirrhosis of the liver is one of the foremost causes of demise from liver diseases. To accurately predict the status of liver cirrhosis, physicians frequ
Externí odkaz:
https://doaj.org/article/8b32089cc7b14510a3add1978745f7e8
Publikováno v:
Ratio Mathematica, Vol 48, Iss 0 (2023)
Atrial Fibrillation (Afib) is a common cardiac arrhythmia characterized by irregular and often rapid heart rate, leading to inefficient blood pumping from the atria. It increases the risk of stroke, heart failure, and other heart-related complication
Externí odkaz:
https://doaj.org/article/6de8875a8b234642a3ee9006d3697d17