Objectively Measured Maternal Supine Sleep and Fetal Growth: A Prospective Cohort Study
ABSTRACT Objective To explore the relationship between different definitions of objectively measured supine sleep position during late pregnancy and customised birthweight centile, as a marker of fetal wellbeing. Design Prospective cohort study. Setting Australian public hospital antenatal clinic.
Danielle L. Wilson +5 more
wiley +1 more source
A mixed-methods longitudinal observational study exploring physical activity during pregnancy in women with pre-existing diabetes, support needs and associations with diabetes management: a study protocol. [PDF]
Jones HM +4 more
europepmc +1 more source
Using wingbeat frequency to estimate mass gain
Abstract Energy intake is a fundamental currency in ecology that is critical to reproductive success, survival and lifetime fitness. Measuring foraging success in wild animals via biologgers has been a long‐standing challenge but is essential to understanding the mechanisms underlying population dynamics and species distributions.
Allison Patterson +2 more
wiley +1 more source
Early cerebral palsy risk screening through wearable accelerometry in infants under nine weeks. [PDF]
Alvarado J +8 more
europepmc +1 more source
Abstract Recent advances in biologging have led to the widespread use of accelerometers, which generate high‐resolution movement data essential for understanding animal behaviour. Derived from tri‐axial accelerometry, Overall Dynamic Body Acceleration (ODBA) serves as a proxy for energy expenditure that is less invasive and more cost‐effective than ...
Noémie Muquet +7 more
wiley +1 more source
Development and Validation of Accelerometer-Based Machine Learning Models for Classifying Walking, Running, and Jumping Activities. [PDF]
Veras L +5 more
europepmc +1 more source
Optimal deep learning activity recognition pipeline using animal bio‐logging data
Abstract Animal activity recognition using supervised machine learning on bio‐logging data has revolutionized behavioural studies on wildlife and livestock over the past decade. These studies' analytic pipelines differ substantially though, being based on various sensors, features, algorithms and hyperparameter values, which has caused suboptimal or ...
Jasper A. J. Eikelboom
wiley +1 more source
Towards automated behaviour monitoring in wildlife: a review of machine learning approaches using accelerometer data. [PDF]
Jeantet L +3 more
europepmc +1 more source
Physical Activity Profile of School‐Aged Children Born Very Preterm and Its Association With Sleep
ABSTRACT Aim To describe the association between different physical activity and sleep parameters in school‐aged children born very preterm. Methods A cross‐sectional analysis was done in a cohort of 6‐ to 10‐year‐old children born at < 32 weeks' gestation at the Department of Neonatology, University of Tübingen, Germany.
Maham Hassan +9 more
wiley +1 more source
An exploratory analysis of 24-h movement behaviors in individuals with cancer completing a 12-week resistance exercise intervention. [PDF]
Nakfoor B +3 more
europepmc +1 more source

