Vascular age estimation using a consumer wearable sleep tracker. [PDF]
Yilmaz G +6 more
europepmc +1 more source
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
wiley +1 more source
Color-filter-array-based multispectral photoplethysmography optical sensor and its motion artifact correction algorithm. [PDF]
Wei Y +6 more
europepmc +1 more source
Profiling the sleep architecture of ageing adults using a seven‐state continuous‐time Markov model
Summary Sleep is a complex biological process regulated by networks of neurons and environmental factors. As one falls asleep, neurotransmitters from sleep–wake regulating neurones work in synergy to control the switching of different sleep states throughout the night. As sleep disorders or underlying neuropathology can manifest as irregular switching,
Jonathon Jacobs +3 more
wiley +1 more source
Peristomal pyoderma gangrenosum: a review of nursing research progress. [PDF]
Chen G +6 more
europepmc +1 more source
Optimising Sleep Stage Detection Using a Minimal Non‐EEG Physiological Signal Set and Deep Learning
ABSTRACT Automatic sleep stage classification is essential for enabling non‐invasive, at‐home monitoring. However, current methods often rely on electroencephalogram (EEG) signals and ad‐hoc development approaches that limit reproducibility. We present a reproducible engineering framework for a deep learning model based on the U‐Net architecture that ...
Ángel Serrano Alarcón +4 more
wiley +1 more source
Evaluating cross-dataset transfer learning for photoplethysmography-based blood pressure estimation. [PDF]
Kim YC, Baek HJ.
europepmc +1 more source
ABSTRACT Few studies have objectively measured both screens and sleep in real‐world settings. This study uses repeated measures to assess heart rate during evening screen use, providing new insights into how these behaviours relate to adolescent sleep. Screen use was recorded using wearable cameras over four nights in 70 youth (37% indigenous Māori, 42%
Kim A. Meredith‐Jones +6 more
wiley +1 more source
Same Session Validation of a Custom-Built 22G With the Commercial 25G System for EUS-Guided Portal Pressure Gradient Measurement. [PDF]
Praktiknjo M +12 more
europepmc +1 more source
Talking therapies for anxiety and depression in people affected by dementia: A scoping meta‐review
Abstract Background Symptoms of anxiety and depression are common in people affected by dementia (people with dementia and family carers). There are many reviews of psychological interventions to reduce stress and distress in people with dementia and family carers, but little cross‐fertilisation with the evidence base underpinning NHS Talking Therapies
Georgina Charlesworth +2 more
wiley +1 more source

