Automated Sleep Staging Classification System Based On Convolutional Neural Network Using Polysomnography Signals

Author:

Satapathy Santosh Kumar1,Pattnaik Shrinibas2,Rath Ramakrushna3

Affiliation:

1. Pandit Deendayal Energy University,Information and Communication Technology,Gujarat,India

2. Gandhi Institute of Science and Technology,Electronics and Communication Engineering,Rayagada,Odisha,India

3. Anna University,Computer Science and Engineering,Chennai,Tamilnadu,India

Publisher

IEEE

Reference86 articles.

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Automated Sleep Staging Classification System using EEG Signals based on Machine Learning Techniques;2023 IEEE 20th India Council International Conference (INDICON);2023-12-14

2. A Machine Learning-Based Models For Intelligent Automated Sleep Staging Classification System Using Polysomnography Data;2023 IEEE 11th Region 10 Humanitarian Technology Conference (R10-HTC);2023-10-16

3. An Ensemble Model for Sleep Stages Classification;2023 31st International Conference on Electrical Engineering (ICEE);2023-05-09

4. An Effective Framework for Predicting Stroke Prediction using Machine Learning Technique;2023 Fifth International Conference on Electrical, Computer and Communication Technologies (ICECCT);2023-02-22

5. A Deep Neural Model CNN-LSTM Network for Automated Sleep Staging Based on a Single-Channel EEG Signal;Soft Computing for Problem Solving;2023

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