Med Sci Sports Exerc 2021 May 24. Epub 2021 May 24.
Kaiser Permanente Washington Health Research Institute, Seattle, WA University of California San Diego, Department of Computer Science and Engineering, La Jolla, CA City of Hope, Beckman Research Institute, Population Sciences, Duarte, CA University of California San Diego, Herbert Wertheim School of Public Health and Human Longevity Science, La Jolla, CA Children's Mercy Kansas City, Center for Children's Healthy Lifestyles and Nutrition. Kansas City, MO University of Missouri Kansas City, Department of Pediatrics, Kansas City, MO.
Introduction: Sitting patterns predict several healthy aging outcomes. These patterns can potentially be measured using hip-worn accelerometers, but current methods are limited by an inability to detect postural transitions. To overcome these limitations, we developed the Convolutional Neural Network Hip Accelerometer Posture (CHAP) classification method. Read More