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Article
A temporal multi-scale hybrid attention network for sleep stage classification
Sleep is crucial for human health. Automatic sleep stage classification based on polysomnogram (PSG) is meaningful for the diagnosis of sleep disorders, which has attracted extensive attention in recent years....
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Article
Fast intra-mode decision for depth map coding in 3D-HEVC
3D-high efficiency video coding (3D-HEVC) contains more encoding viewpoints than traditional HEVC, resulting in a significant increase of coding complexity. In this paper, we propose a low complexity intra mod...
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Article
Open AccessA hybrid self-attention deep learning framework for multivariate sleep stage classification
Sleep is a complex and dynamic biological process characterized by different sleep patterns. Comprehensive sleep monitoring and analysis using multivariate polysomnography (PSG) records has achieved significan...
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Article
Open AccessA multi-context learning approach for EEG epileptic seizure detection
Epilepsy is a neurological disease characterized by unprovoked seizures in the brain. The recent advances in sensor technologies allow researchers to analyze the collected biological records to improve the tre...
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Article
Open AccessA generative model of identifying informative proteins from dynamic PPI networks
Informative proteins are the proteins that play critical functional roles inside cells. They are the fundamental knowledge of translating bioinformatics into clinical practices. Many methods of identifying inf...
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Article
A fast stereoscopic video coding algorithm based on JMVM
In order to exploit the intra-view and inter-view dependencies in stereo video coding, a fast joint motion and disparity estimation algorithm is proposed in this paper. An efficient search strategy based on th...
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Article
Fast motion and disparity estimation for multiview video coding
Multiview video involves a huge amount of data, and as such, efficiently encoding each view is a critical issue for its wider application. In this paper, a fast motion and disparity estimation algorithm is pro...
