A perspective on automated rapid eye movement sleep assessment
Summary Rapid eye movement sleep is associated with distinct changes in various biomedical signals that can be easily captured during sleep, lending themselves to automated sleep staging using machine learning systems. Here, we provide a perspective on the critical characteristics of biomedical signals associated with rapid eye movement sleep and how ...
Mathias Baumert, Huy Phan
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Symmetry control by Raman-mode excitations via anharmonic couplings with terahertz field-induced infrared modes in ferroaxial PbWO<sub>4</sub>. [PDF]
Yamamoto M +8 more
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Analysis of broadband oscillation mechanisms in grid‐forming and grid‐following converters based on virtual synchronous generator [PDF]
Weiming Wang +5 more
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Broadband wavelength control for optical parametric oscillation in radially-poled whispering gallery resonators [PDF]
Sarah-Katharina Meisenheimer +4 more
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ABSTRACT Machine‐learning‐based sleep staging models have achieved expert‐level performance on standard polysomnographic (PSG) data. However, their application to EEG recorded by wearable devices remains limited by non‐conventional referencing montage and the lack of benchmarking against PSG.
Federico Salfi +6 more
wiley +1 more source
Jahn-Teller distortion controls electron transfer in photoexcited Cu(i) donor-acceptor systems. [PDF]
Kim P +6 more
europepmc +1 more source
ABSTRACT Preterm birth is a significant risk factor for atypical neurodevelopment, yet early electrophysiological markers of brain maturation are still lacking. Non‐invasive electroencephalographic (EEG) monitoring of cortical maturation in these patients holds promise as a tool for neurodevelopmental prediction.
Gaia Burlando +9 more
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Bridging Mid- and Near-Infrared by Combining Optomechanics and Self-Mixing. [PDF]
Gabbrielli T +10 more
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Narrowing of glioma vascular caliber via chronic VEGFR2 blockade improves the uniformity of focused ultrasound-mediated small molecule drug delivery. [PDF]
Breza VR +10 more
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From Stability to Chaos: A Complete Classification of the Damped Klein‐Gordon Dynamics
ABSTRACT We investigate the transition between stability and chaos in the damped Klein‐Gordon equation, a fundamental model for wave propagation and energy dissipation. Using semigroup methods and spectral criteria, we derive explicit thresholds that determine when the system exhibits asymptotic stability and when it displays strong chaotic dynamics ...
Carlos Lizama +2 more
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