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
Digital Sleep-Wake Cycle Metrics and Dementia Prediction in Older Adults.
Cavaillès C +9 more
europepmc +1 more source
Deep Learning-Based Heartbeat Detection from 3D Seismocardiography for Robust Heart Rate Monitoring. [PDF]
Rana S, Lipponen JA, Tarvainen MP.
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
Criterion Validity of the Yale Physical Activity Survey (YPAS) in Croatian Older Adults. [PDF]
Ban M +4 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
Physical activity monitoring using wearable devices based on machine learning algorithms. [PDF]
Zhang Z, Ren Y, Zeng J, Ma Q.
europepmc +1 more source
Step2Motion: Locomotion Reconstruction from Pressure Sensing Insoles
Abstract Human motion is fundamentally driven by continuous physical interaction with the environment. Whether walking, running, or simply standing, the forces exchanged between our feet and the ground provide crucial insights for understanding and reconstructing human movement. Recent advances in wearable insole devices offer a compelling solution for
J. L. Ponton +5 more
wiley +1 more source
Abstract Aim To evaluate the concurrent validity of assessing infants' gross motor performance with an at‐home wearable measurement versus the Alberta Infant Motor Scale (AIMS). Method This observational study used a new multi‐sensor wearable Motor Assessment of Infants with a JUmpsuit (MAIJU) for 67 at‐home measurements of 42 infants (60% males; mean ...
Manu Airaksinen +5 more
wiley +1 more source
Exploring the associations between physical activity, sleep, sedentary behaviour, and mental health in young German children. [PDF]
Osojnicki K +5 more
europepmc +1 more source

