[HTML][HTML] Stroke risk prediction with machine learning techniques
A stroke is caused when blood flow to a part of the brain is stopped abruptly. Without the
blood supply, the brain cells gradually die, and disability occurs depending on the area of …
blood supply, the brain cells gradually die, and disability occurs depending on the area of …
[PDF][PDF] Analyzing the performance of stroke prediction using ML classification algorithms
G Sailasya, GLA Kumari - International Journal of …, 2021 - pdfs.semanticscholar.org
A Stroke is a health condition that causes damage by tearing the blood vessels in the brain.
It can also occur when there is a halt in the blood flow and other nutrients to the brain …
It can also occur when there is a halt in the blood flow and other nutrients to the brain …
[HTML][HTML] AI-based smart prediction of clinical disease using random forest classifier and Naive Bayes
V Jackins, S Vimal, M Kaliappan, MY Lee - The Journal of …, 2021 - Springer
Healthcare practices include collecting all kinds of patient data which would help the doctor
correctly diagnose the health condition of the patient. These data could be simple symptoms …
correctly diagnose the health condition of the patient. These data could be simple symptoms …
A measurement approach using smart-IoT based architecture for detecting the COVID-19
M Poongodi, TN Nguyen, M Hamdi, K Cengiz - Neural Processing Letters, 2021 - Springer
The corona virus has infected the entire world in the most severe ways. Many countries
found the situation is very difficult to deal with and their health support infrastructure is not …
found the situation is very difficult to deal with and their health support infrastructure is not …
[HTML][HTML] Nonlinear neural network based forecasting model for predicting COVID-19 cases
S Namasudra, S Dhamodharavadhani… - Neural processing …, 2023 - Springer
The recent COVID-19 outbreak has severely affected people around the world. There is a
need of an efficient decision making tool to improve awareness about the spread of COVID …
need of an efficient decision making tool to improve awareness about the spread of COVID …
[HTML][HTML] Region centric minutiae propagation measure orient forgery detection with finger print analysis in health care systems
The problem of forgery detection has been well studied and the forged finger prints
produces highly impacting results in the biometric based security systems. There are many …
produces highly impacting results in the biometric based security systems. There are many …
Auto encoder based dimensionality reduction and classification using convolutional neural networks for hyperspectral images
M Ramamurthy, YH Robinson, S Vimal… - Microprocessors and …, 2020 - Elsevier
Hyperspectral images (HSI) are adjacent band images commonly used in remote sensing
environment; the deep learning methodologies have the important feature for classification …
environment; the deep learning methodologies have the important feature for classification …
A non-invasive approach to identify insulin resistance with triglycerides and HDL-c ratio using machine learning
M Chakradar, A Aggarwal, X Cheng, A Rani… - Neural Processing …, 2023 - Springer
Identification and quantification of insulin resistance require specific blood test which is
complex, time-consuming, and much more invasive, making it difficult to track the changes …
complex, time-consuming, and much more invasive, making it difficult to track the changes …
Machine Learning in Healthcare Analytics: A State-of-the-Art Review
The use of machine learning (ML) models have become a crucial factor in the growing field
of healthcare, ushering in a new era of medical research and diagnosis. This study …
of healthcare, ushering in a new era of medical research and diagnosis. This study …
[HTML][HTML] Enhancing accuracy in brain stroke detection: Multi-layer perceptron with Adadelta, RMSProp and AdaMax optimizers
M Uppal, D Gupta, S Juneja, TR Gadekallu… - … in Bioengineering and …, 2023 - frontiersin.org
The human brain is an extremely intricate and fascinating organ that is made up of the
cerebrum, cerebellum, and brainstem and is protected by the skull. Brain stroke is …
cerebrum, cerebellum, and brainstem and is protected by the skull. Brain stroke is …