Automatic identification of physical activity types and sedentary behaviors from triaxial accelerometer: laboratory-based calibrations are not enough

Sedentary behaviour and health: mapping environmental and social contexts to underpin chronic disease prevention

(2014) Neville Owen et al.   BRITISH JOURNAL OF SPORTS MEDICINE

Evaluation of accelerometer based multi-sensor versus single-sensor activity recognition systems

(2014) Lei Gao et al.   MEDICAL ENGINEERING & PHYSICS

Using the SenseCam to Improve Classifications of Sedentary Behavior in Free-Living Settings

(2013) Jacqueline Kerr et al.   AMERICAN JOURNAL OF PREVENTIVE MEDICINE

Impact of study design on development and evaluation of an activity-type classifier

(2013) Vincent T. van Hees et al.   JOURNAL OF APPLIED PHYSIOLOGY

Breaking Up Prolonged Sitting Reduces Postprandial Glucose and Insulin Responses

(2012) D. W. Dunstan et al.   DIABETES CARE

Too much sitting – A health hazard

(2012) David W. Dunstan et al.   DIABETES RESEARCH AND CLINICAL PRACTICE

Crowdsourced Health Research Studies: An Important Emerging Complement to Clinical Trials in the Public Health Research Ecosystem

(2012) Melanie Swan   JOURNAL OF MEDICAL INTERNET RESEARCH

Objective vs. Self-Reported Physical Activity and Sedentary Time: Effects of Measurement Method on Relationships with Risk Biomarkers

(2012) Carlos A. Celis-Morales et al.   PLoS One

Identifying Types of Physical Activity With a Single Accelerometer: Evaluating Laboratory-trained Algorithms in Daily Life

(2011) I. C. Gyllensten et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity

(2011) Guoshen Yu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Advances in physical activity monitoring and lifestyle interventions in obesity: a review

(2011) A G Bonomi et al.   INTERNATIONAL JOURNAL OF OBESITY

Evaluation of artificial neural network algorithms for predicting METs and activity type from accelerometer data: validation on an independent sample

(2011) Patty S. Freedson et al.   JOURNAL OF APPLIED PHYSIOLOGY

Assessing Physical Activity Using Wearable Monitors

(2011) NANCY F. BUTTE et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Assessment of Physical Activity Using Wearable Monitors

(2011) PATTY FREEDSON et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

New Horizons in Sensor Development

(2011) STEPHEN S. INTILLE et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Classifying household and locomotive activities using a triaxial accelerometer

(2010) Yoshitake Oshima et al.   GAIT & POSTURE

Self-Reported and Objectively Measured Activity Related to Biomarkers Using NHANES

(2010) AUDIE A. ATIENZA et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Improving assessment of daily energy expenditure by identifying types of physical activity with a single accelerometer

(2009) A. G. Bonomi et al.   JOURNAL OF APPLIED PHYSIOLOGY

Detection of Type, Duration, and Intensity of Physical Activity Using an Accelerometer

(2009) ALBERTO G. BONOMI et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Activity identification using body-mounted sensors—a review of classification techniques

(2009) Stephen J Preece et al.   PHYSIOLOGICAL MEASUREMENT

Validity of three accelerometers during treadmill walking and motor vehicle travel

(2008) M. Maddocks et al.   BRITISH JOURNAL OF SPORTS MEDICINE

A Comparison of Feature Extraction Methods for the Classification of Dynamic Activities From Accelerometer Data

(2008) S.J. Preece et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions

(2008) M. Ermes et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE