Influenza Screening via Deep Learning Using a Combination of Epidemiological and Patient-Generated Health Data: Development and Validation Study.

Hyunwoo Choo Myeongchan Kim Jiyun Choi Jae Won Shin Soo-Yong Shin

Published in: Journal of medical Internet research (2020)

These findings suggest that PGHD from an mHealth app could be a complementary tool for influenza screening. In addition, PGHD, along with traditional clinical data, could be used to improve health conditions.

Keyphrases

public health
healthcare
deep learning
electronic health record
mental health
big data
health information
case report
convolutional neural network
data analysis
human health
climate change