[HTML][HTML] Persuasive technology in an mHealth app designed for pelvic floor muscle training among women: systematic review
Background Pelvic floor muscle training (PFMT) is one of the first-line treatments for stress
urinary incontinence among pregnant women. Mobile health (mHealth) technology is …
urinary incontinence among pregnant women. Mobile health (mHealth) technology is …
The influence of feature representation of text on the performance of document classification
S Martinčić-Ipšić, T Miličić, L Todorovski - Applied Sciences, 2019 - mdpi.com
In this paper we perform a comparative analysis of three models for a feature representation
of text documents in the context of document classification. In particular, we consider the …
of text documents in the context of document classification. In particular, we consider the …
[HTML][HTML] Comparison of the validity and generalizability of machine learning algorithms for the prediction of energy expenditure: validation study
R O'Driscoll, J Turicchi, M Hopkins… - JMIR mHealth and …, 2021 - mhealth.jmir.org
Background: Accurate solutions for the estimation of physical activity and energy
expenditure at scale are needed for a range of medical and health research fields. Machine …
expenditure at scale are needed for a range of medical and health research fields. Machine …
Usefulness of motion sensors to estimate energy expenditure in children and adults: a narrative review of studies using DLW
LB Sardinha, PB Judice - European journal of clinical nutrition, 2017 - nature.com
It is well documented that meeting moderate-to-vigorous physical activity guidelines of 150
min per week is protective against chronic disease, and this is likely explained by higher …
min per week is protective against chronic disease, and this is likely explained by higher …
Assessment of 24-hour physical behaviour in adults via wearables: a systematic review of validation studies under laboratory conditions
Background Wearable technology is used by consumers and researchers worldwide for
continuous activity monitoring in daily life. Results of high-quality laboratory-based …
continuous activity monitoring in daily life. Results of high-quality laboratory-based …
Application and validation of activity monitors' epoch lengths and placement sites for physical activity assessment in exergaming
We assessed the agreement of two ActiGraph activity monitors (wGT3X vs. GT9X) placed at
the hip and the wrist and determined an appropriate epoch length for physical activity levels …
the hip and the wrist and determined an appropriate epoch length for physical activity levels …
Comparison of children's free-living physical activity derived from wrist and hip raw accelerations during the segmented week
This study assessed children's physical activity (PA) levels derived from wrist-worn
GENEActiv and hip-worn ActiGraph GT3X+ accelerometers and examined the comparability …
GENEActiv and hip-worn ActiGraph GT3X+ accelerometers and examined the comparability …
Deep multi-branch two-stage regression network for accurate energy expenditure estimation with ECG and IMU data
Objective: Energy Expenditure (EE) estimation plays an important role in objectively
evaluating physical activity and its impact on human health. EE during activity can be …
evaluating physical activity and its impact on human health. EE during activity can be …
Application of machine learning to predict transport modes from GPS, accelerometer, and heart rate data
Background There has been an increased focus on active transport, but the measurement of
active transport is still difficult and error-prone. Sensor data have been used to predict active …
active transport is still difficult and error-prone. Sensor data have been used to predict active …
On placement, location and orientation of wrist-worn tri-axial accelerometers during free-living measurements
Wearable accelerometers have recently become a standalone tool for the objective
assessment of physical activity (PA). In free-living studies, accelerometers are placed by …
assessment of physical activity (PA). In free-living studies, accelerometers are placed by …