[HTML][HTML] Current status and prospects of automatic sleep stages scoring

M Gaiduk, Á Serrano Alarcón, R Seepold… - Biomedical engineering …, 2023 - Springer
The scoring of sleep stages is one of the essential tasks in sleep analysis. Since a manual
procedure requires considerable human and financial resources, and incorporates some …

Multivariate phase space reconstruction and Riemannian manifold for sleep stage classification

X Zhou, BWK Ling, W Ahmed, Y Zhou, Y Lin… - … Signal Processing and …, 2024 - Elsevier
Abstract Background and Objective Sleep was highly imperative in human daily life.
However, an increasing number of people were undergoing sleep deprivation and sleep …

A Semi-supervised Multi-scale Arbitrary Dilated Convolution Neural Network for Pediatric Sleep Staging

Z Chen, X Pan, Z Xu, K Li, Y Lv… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Sleep staging is essential for assessing sleep quality and diagnosing sleep disorders.
However, sleep staging is a labor-intensive process, making it arduous to obtain large …

Comparative Study of Brain Signals for Early Detection of Sleep Disorder Using Machine and Deep Learning Algorithm

SK Satapathy, V Patel, M Gandhi… - … in Technology and …, 2024 - ieeexplore.ieee.org
Sleep disorders are a common health concern affecting a significant portion of the global
population. Early detection and intervention are crucial for preventing the detrimental impact …

[PDF][PDF] Relationship between Marine Resources growth and Marine Economy Based on Neural Network

G Onesmus - Frontiers in Ocean Engineering, 2022 - scholar-press.com
With the rapid growth of China's economy, people pay more and more attention to marine
resources. In the process of growth and utilization, how to deal with the relationship with the …

Software Code Recognition Technology in Power Industry Based on Convolutional Neural Network

B Jin, F Long, F Xia, S Chen, H Xu, Z Mei… - … of Things and …, 2022 - ieeexplore.ieee.org
The power industry plays an important role in the national economy. With the development
of science and technology, the Internet technology is becoming more and more mature …

[PDF][PDF] Crop Disease Identification Method Based on Convolution Neural Network

A Kavita - 2021 - scholar-press.com
With the rapid development of agriculture in China, the area of crop diseases is expanding
and showing a growing trend year by year. However, the traditional recognition methods are …