A deep learning approach to automated sleep stages classification using Multi-Modal Signals
Sleep is one of the elements most vital to human life. However, the modern lifestyle
continues to push people to neglect this critical requirement. With a vast majority of people …
continues to push people to neglect this critical requirement. With a vast majority of people …
An effective EEG signal-based sleep staging system using machine learning techniques
SK Satapathy, S Thakkar, A Patel… - 2022 IEEE 6th …, 2022 - ieeexplore.ieee.org
Single-channel electroencephalography (EEG) is the most popular choice of sensing
modality in sleep staging studies because it widely conforms to sleep staging guidelines …
modality in sleep staging studies because it widely conforms to sleep staging guidelines …
Machine Learning Approach for Estimation and Novel Design of Stroke Disease Predictions using Numerical and Categorical Features
SK Satapathy, A Patel, P Yadav… - … for Advancement in …, 2023 - ieeexplore.ieee.org
Today, adequately trained machine learning algorithms can be significantly used in fields
such as surveillance, medicine, and data management to identify and provide solutions to …
such as surveillance, medicine, and data management to identify and provide solutions to …
Development of Efficient Ensemble Model based on Stacking Learning for Automated Sleep Staging
SK Satapathy, HK Kondaveeti… - … on Innovation and …, 2022 - ieeexplore.ieee.org
Sleep plays a vital role in maintaining good physical and mental health. Improper sleep
causes many critical diseases; sleep-related disorders are significant global challenges. The …
causes many critical diseases; sleep-related disorders are significant global challenges. The …
An Effective Framework for Predicting Stroke Prediction using Machine Learning Technique
SK Satapathy, HK Kondaveeti… - 2023 Fifth International …, 2023 - ieeexplore.ieee.org
Today, adequately trained machine learning algorithms can be significantly used in fields
such as surveillance, medicine, and data management to identify and provide solutions to …
such as surveillance, medicine, and data management to identify and provide solutions to …
A Systematic Review on Latest Approaches of Automated Sleep Staging System Using Machine Intelligence Techniques
Sleep staging plays a vital role in sleep research because sometimes sleep recording errors
may cause severe problems like misinterpretations of the changes in characteristics of the …
may cause severe problems like misinterpretations of the changes in characteristics of the …