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
Protocol for assessing affective responses in caregiver-infant dyads during the still-face procedure using infrared thermal imaging. [PDF]
Hinrichs N +4 more
europepmc +1 more source
AGP and EXO‐LIKE genes promote brassinosteroid‐dependent anisotropic growth
Summary The brassinosteroid pathway promotes anisotropic cell expansion; however, the effectors in this process remain unclear. Candidates include ARABINOGALACTAN PROTEIN (AGP) genes, which are prominent brassinosteroid‐responsive transcriptional targets, and EXORDIUM (EXO)‐LIKE (EXL) genes.
Daria Novikova +8 more
wiley +1 more source
Multilayered regulation by RNA thermometers enables precise control of Cas9 expression in E. coli. [PDF]
Kammerdiener EK +8 more
europepmc +1 more source
Validation of the Quantitative Case Analysis Method for Measuring Orthodontic Tooth Movement
ABSTRACT Objectives To validate the quantitative case analysis (QCA) method study as an effective tool for assessing orthodontic tooth movements induced by clear aligners in a controlled experimental setting. Materials and Methods The validation process consisted of two main components: first, evaluating the dimensional accuracy of planned movements ...
Pascal Vollenweider, Philippe Chavanne
wiley +1 more source
Feedback-integrated prompt optimiser for problem formulation. [PDF]
Amarasinghe PT +3 more
europepmc +1 more source
ABSTRACT A key challenge for the genetic improvement of canola (Brassica napus), one of the world's most important oilseeds, is the limited natural variation for commercially important traits. The creation of new variation is hindered by the lack of functional knowledge about genes controlling these traits.
Morgan W. Kirzinger +30 more
wiley +1 more source
The nucleardatapy toolkit for simple access to experimental nuclear data, astrophysical observations, and theoretical predictions. [PDF]
Margueron J +12 more
europepmc +1 more source
Parents Develop Long‐Term Disgust Habituation, but Only After Beginning to Wean Their Children
ABSTRACT Disgust helps humans avoid potentially pathogenic substances such as bodily effluvia. This reduces illness risks and is difficult to overcome with cognitive strategies or through short‐term habituation (minutes to hours). Whether long‐term habituation (months to years) exists is an unsolved question.
Yifan Huang +4 more
wiley +1 more source
AmpliFuse: an amplicon simulation tool with enhanced chimera generation for Illumina platforms. [PDF]
Kang M.
europepmc +1 more source

