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

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

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

Real-time human pose recognition in parts from single depth images

(2013) Jamie Shotton et al.   COMMUNICATIONS OF THE ACM

Neural network versus activity-specific prediction equations for energy expenditure estimation in children

(2013) Nicole Ruch et al.   JOURNAL OF APPLIED PHYSIOLOGY

Activity Recognition Using a Single Accelerometer Placed at the Wrist or Ankle

(2013) ANDREA MANNINI et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Estimating Activity and Sedentary Behavior from an Accelerometer on the Hip or Wrist

(2013) MARY E. ROSENBERGER et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Wrist-worn accelerometers in assessment of energy expenditure during intensive training

(2012) H Kinnunen et al.   PHYSIOLOGICAL MEASUREMENT

Sleep duration predicts cardiovascular outcomes: a systematic review and meta-analysis of prospective studies

(2011) Francesco P. Cappuccio et al.   EUROPEAN HEART JOURNAL

Sensor Positioning for Activity Recognition Using Wearable Accelerometers

(2011) Louis Atallah et al.   IEEE Transactions on Biomedical Circuits and Systems

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

Physical Activity Classification Using the GENEA Wrist-Worn Accelerometer

(2011) SHAOYAN ZHANG et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Refined Two-Regression Model for the ActiGraph Accelerometer

(2010) SCOTT E. CROUTER et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

Validation of the GENEA Accelerometer

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

An artificial neural network to estimate physical activity energy expenditure and identify physical activity type from an accelerometer

(2009) John Staudenmayer et al.   JOURNAL OF APPLIED PHYSIOLOGY

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