From Pulses to Sleep Stages: Towards Optimized Sleep Classification Using Heart-Rate Variability. [PDF]
Sensors (Basel), 2023 Topalidis PI +5 more
europepmc +1 more source
Advanced Science, EarlyView.Noise‐induced synaptopathy (NIS) is largely reversible due to self‐repair. NIS and noise‐induced hidden hearing loss are two concepts with similarities and differences. The major hearing deficits in NIHHL are temporal processing disorders. The translation of animal data in NIS studies to humans is hindered by many factors.
Hui Wang, Steven J Aiken, Jian Wang
wiley +1 more source
Temporal Feature Extraction and Machine Learning for Classification of Sleep Stages Using Telemetry Polysomnography. [PDF]
Brain Sci, 2023 Lal U +2 more
europepmc +1 more source
Sleep Stage Scoring Using the Neural Network Model: Comparison Between Visual and Automatic Analysis in Normal Subjects and Patients [PDF]
, 1996 Nicolas Schaltenbrand +8 more
openalex +1 more source
Epileptiform Activity and Seizure Risk Follow Long‐Term Non‐Linear Attractor Dynamics
Advanced Science, EarlyView.This study leverages the HAVOK framework to model long‐term, nonlinear attractor dynamics underlying epileptiform activity and seizure risk in epilepsy patients. By identifying key forcing mechanisms driving chaotic transitions, the findings improve seizure risk forecasting over multi‐day cycles and provide a pathway for personalized, data‐driven ...
Richard E Rosch +4 more
wiley +1 more source
MSSC-BiMamba: Multimodal Sleep Stage Classification and Early Diagnosis of Sleep Disorders with Bidirectional Mamba [PDF]
arXivMonitoring sleep states is essential for evaluating sleep quality and diagnosing sleep disorders. Traditional manual staging is time-consuming and prone to subjective bias, often resulting in inconsistent outcomes. Here, we developed an automated model for sleep staging and disorder classification to enhance diagnostic accuracy and efficiency ...
arxiv
The memory sources of dreams: serial awakenings across sleep stages and time of night. [PDF]
Sleep, 2023 Picard-Deland C +6 more
europepmc +1 more source
Revista Peruana de Medicina Experimental y Salud PúblicaCon el objetivo de determinar los hábitos de sueño en los conductores de ómnibus y su relación con los accidentes en la ciudad de Arequipa, Perú, se realizó un estudio transversal y descriptivo en una muestra no probabilística de 166 conductores.
Alex Caso +2 more
doaj
A Note on the Night-to-Night Stability of Stages 3 + 4 Sleep in Healthy Older Adults: A Comparison of Visual and Spectral Evaluations of Stages 3 + 4 Sleep [PDF]
, 1995 Lawrence H. Larsen +3 more
openalex +1 more source
Advanced Science, EarlyView.Identifying biomarkers associated with PTC, particularly those related to PTMC progression, is crucial for precise risk stratification and treatment planning. This study utilized single‐cell RNA sequencing on 19 surgical tissue specimens, confirmed PROS1/MERTK axis as a critical component of the cellular microenvironment and a key regulatory mechanism ...
Wenqian Zhang +11 more
wiley +1 more source