polysomnography
PulseAugur coverage of polysomnography — every cluster mentioning polysomnography across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New ViNUSS framework uses only NIR video for sleep staging
Researchers have developed ViNUSS, a novel framework for sleep staging using only near-infrared (NIR) video. This method bypasses the need for physiological proxies or auxiliary signals, focusing instead on subject-rela…
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Deep Learning Models Show Promise for Sleep Apnea Classification via EEG
Researchers have developed deep learning models to classify sleep apnea from electroencephalogram (EEG) signals, aiming to reduce the resource-intensive nature of traditional polysomnography. The study compared various …
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New OSF foundation models advance sleep physiology research
Researchers have introduced OSF, a new family of foundation models for sleep physiology, designed to address the heterogeneity in polysomnography data. Through extensive pre-training on a large corpus of sleep recording…
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SleepMaMi: Novel Foundation Model Integrates Sleep Architecture and Biosignals
Researchers have developed SleepMaMi, a novel sleep foundation model designed to integrate both long-term sleep architecture and fine-grained biosignal analysis. This model employs a hierarchical dual-encoder structure,…