Segmenting accelerometer data from daily life with unsupervised machine learning

Accelerometer wear-site detection: When one site does not suit all, all of the time

(2017) Alex V. Rowlands et al.   JOURNAL OF SCIENCE AND MEDICINE IN SPORT

Classifiers for Accelerometer-Measured Behaviors in Older Women

(2017) DORI ROSENBERG et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Associations of sitting accumulation patterns with cardio-metabolic risk biomarkers in Australian adults

(2017) John Bellettiere et al.   PLoS One

Accelerometer assessed moderate-to-vigorous physical activity and successful ageing: results from the Whitehall II study

(2017) Mehdi Menai et al.   Scientific Reports

Sedentary Sphere

(2016) ALEX V. ROWLANDS et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Calibration and Cross-Validation of the ActiGraph wGT3X+ Accelerometer for the Estimation of Physical Activity Intensity in Children with Intellectual Disabilities

(2016) Arlene M. McGarty et al.   PLoS One

Intensity Thresholds on Raw Acceleration Data: Euclidean Norm Minus One (ENMO) and Mean Amplitude Deviation (MAD) Approaches

(2016) Kishan Bakrania et al.   PLoS One

Extracting Objective Estimates of Sedentary Behavior from Accelerometer Data: Measurement Considerations for Surveillance and Research Applications

(2015) Youngdeok Kim et al.   PLoS One

Validation of Cut-Points for Evaluating the Intensity of Physical Activity with Accelerometry-Based Mean Amplitude Deviation (MAD)

(2015) Henri Vähä-Ypyä et al.   PLoS One

A Novel, Open Access Method to Assess Sleep Duration Using a Wrist-Worn Accelerometer

(2015) Vincent T. van Hees et al.   PLoS One

Combined Effects of Time Spent in Physical Activity, Sedentary Behaviors and Sleep on Obesity and Cardio-Metabolic Health Markers: A Novel Compositional Data Analysis Approach

(2015) Sebastien F. M. Chastin et al.   PLoS One

Association Between Questionnaire- and Accelerometer-Assessed Physical Activity: The Role of Sociodemographic Factors

(2014) S. Sabia et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Age Group Comparability of Raw Accelerometer Output from Wrist- and Hip-Worn Monitors

(2014) MARIA HILDEBRAND et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers

(2014) Katherine Ellis et al.   PHYSIOLOGICAL MEASUREMENT

Estimating Energy Expenditure from Raw Accelerometry in Three Types of Locomotion

(2013) MIRKO BRANDES et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

A Method to Estimate Free-Living Active and Sedentary Behavior from an Accelerometer

(2013) KATE LYDEN et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Separating Movement and Gravity Components in an Acceleration Signal and Implications for the Assessment of Human Daily Physical Activity

(2013) Vincent T. van Hees et al.   PLoS One

Calibration of the GENEA accelerometer for assessment of physical activity intensity in children

(2012) Lisa R.S. Phillips et al.   JOURNAL OF SCIENCE AND MEDICINE IN SPORT

Exploring patterns of daily physical and sedentary behaviour in community-dwelling older adults

(2011) Sue Lord et al.   AGE AND AGEING

Estimation of Daily Energy Expenditure in Pregnant and Non-Pregnant Women Using a Wrist-Worn Tri-Axial Accelerometer

(2011) Vincent T. van Hees et al.   PLoS One

Validation of the GENEA Accelerometer

(2010) DALE W. ESLIGER et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Hidden semi-Markov models

(2009) Shun-Zheng Yu   ARTIFICIAL INTELLIGENCE