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An artificial neural network to estimate physical activity energy expenditure and identify physical activity type from an accelerometer.
Development of statistical regression models for ventilation estimation.
Accuracy of four resting metabolic rate prediction equations: effects of sex, body mass index, age, and race/ethnicity.
Anthropometric model of total body volume for males of different sizes.
Development of novel techniques to classify physical activity mode using accelerometers.
Improved regression models for ventilation estimation based on chest and abdomen movements.
Biomechanical examination of the 'plateau phenomenon' in ActiGraph vertical activity counts.
Computational methods for estimating energy expenditure in human physical activities.
Total body volume in females: validation of a theoretical model.
Nonexercise regression models to estimate peak oxygen consumption.