Behavioural state identification from ultra‐high‐frequency movement data
Methods in Ecology and Evolution, EarlyView.Abstract The hidden Markov model (HMM) is a central framework for identifying behavioural state changes from animal movement data. In this context, movement is typically represented as a sequence of observed metrics, such as step length and turning angle distributions, generated by an unobserved behavioural state process.
Abdulmajeed F. Alharbi +4 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]
BMJ OpenJones HM +4 more
europepmc +1 more source
Development and Validation of Accelerometer-Based Machine Learning Models for Classifying Walking, Running, and Jumping Activities. [PDF]
Sensors (Basel)Veras L +5 more
europepmc +1 more source
Physical Activity, Sitting Time, and Sleep Among Postpartum Women During the COVID‐19 Pandemic
Birth, EarlyView.ABSTRACT Background Little is known about the negative impacts of the COVID‐19 pandemic on health behaviors among postpartum women. We aimed to assess self‐reported changes in physical activity, sitting time, and sleep among postpartum women early in the pandemic.
Longgang Zhao +6 more
wiley +1 more source
Early cerebral palsy risk screening through wearable accelerometry in infants under nine weeks. [PDF]
Sci RepAlvarado J +8 more
europepmc +1 more source
Step2Motion: Locomotion Reconstruction from Pressure Sensing Insoles
Computer Graphics Forum, EarlyView.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
An exploratory analysis of 24-h movement behaviors in individuals with cancer completing a 12-week resistance exercise intervention. [PDF]
Support Care CancerNakfoor B +3 more
europepmc +1 more source
Static Otolith Signals Reflect Clinical Course in Acute Vestibular Neuritis
Clinical Otolaryngology, EarlyView.ABSTRACT Objectives To investigate how static and dynamic utricular functions differentially correlate with dizziness symptoms and quality of life (QoL) recovery in patients with acute vestibular neuritis (VN). Design Prospective observational study with 1‐week and 1‐month follow‐up assessments. Setting Tertiary referral centre. Participants Twenty‐six
Seo‐Young Choi +3 more
wiley +1 more source
Experimental Study on Temperature Compensation for Dual-Axis MEMS Accelerometers Using Adaptive Mode Decomposition and Hybrid Convolutional-Recurrent Temporal Network Modeling. [PDF]
Micromachines (Basel)Ren Y, Duan G, Jiao J.
europepmc +1 more source
Developmental Medicine &Child Neurology, EarlyView.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