HOPES: An Integrative Digital Phenotyping Platform for Data Collection, Monitoring, and Machine Learning

• Main Authors: Wang, Xuancong (Author), Vouk, Nikola (Author), Heaukulani, Creighton (Author), Buddhika, Thisum (Author), Martanto, Wijaya (Author), Lee, Jimmy (Author), Morris, Robert JT (Author)
• Format: Book
• Published: JMIR Publications, 2021-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

The collection of data from a personal digital device to characterize current health conditions and behaviors that determine how an individual's health will evolve has been called digital phenotyping. In this paper, we describe the development of and early experiences with a comprehensive digit...