Deep Learning Approach for Imputation of Missing Values in Actigraphy Data: Algorithm Development Study

• Үндсэн зохиолчид: Jang, Jong-Hwan (Зохиогч), Choi, Junggu (Зохиогч), Roh, Hyun Woong (Зохиогч), Son, Sang Joon (Зохиогч), Hong, Chang Hyung (Зохиогч), Kim, Eun Young (Зохиогч), Kim, Tae Young (Зохиогч), Yoon, Dukyong (Зохиогч)
• Формат: Ном
• Хэвлэсэн: JMIR Publications, 2020-07-01T00:00:00Z.
• Нөхцлүүд: article
• Онлайн хандалт: Connect to this object online.

BackgroundData collected by an actigraphy device worn on the wrist or waist can provide objective measurements for studies related to physical activity; however, some data may contain intervals where values are missing. In previous studies, statistical methods have been applied to impute missing val...