Development and Research of Computer Information Management System Based on MongoDB

Predicting sleep quality with digital biomarkers and artificial neural networks

“…These questionnaire data play an important role in gaining a more comprehensive understanding of the interaction between participants’ mental and emotional states and their vital signs ( 19 ). Then, all types of data were unified and stored in a structured database, MongoDB ( 20 ) (for the detailed data storage structure, see the Integrated Data and Database Structure section in the Supplementary Material ).…”

Predicting sleep quality with digital biomarkers and artificial neural networks

“…These questionnaire data play an important role in gaining a more comprehensive understanding of the interaction between participants’ mental and emotional states and their vital signs ( 19 ). Then, all types of data were unified and stored in a structured database, MongoDB ( 20 ) (for the detailed data storage structure, see the Integrated Data and Database Structure section in the Supplementary Material ).…”

Predicting sleep quality with digital biomarkers and artificial neural networks

“…These questionnaire data play an important role in gaining a more comprehensive understanding of the interaction between participants’ mental and emotional states and their vital signs ( 19 ). Then, all types of data were unified and stored in a structured database, MongoDB ( 20 ) (for the detailed data storage structure, see the Integrated Data and Database Structure section in the Supplementary Material ).…”

Predicting sleep quality with digital biomarkers and artificial neural networks

“…These questionnaire data play an important role in gaining a more comprehensive understanding of the interaction between participants’ mental and emotional states and their vital signs ( 19 ). Then, all types of data were unified and stored in a structured database, MongoDB ( 20 ) (for the detailed data storage structure, see the Integrated Data and Database Structure section in the Supplementary Material ).…”