Toward a Multivariate Prediction Model of Pharmacological Treatment for Women With Gestational Diabetes Mellitus: Algorithm Development and Validation.

Carmelo Velardo David A Clifton Steven Hamblin Rabia Khan Lionel Tarassenko Lucy H MacKillop

Published in: Journal of medical Internet research (2021)

Using real-time data collected via an mHealth system may further improve the timeliness of the intervention and potentially improve patient care. Further real-time clinical testing will enable the validation of our algorithm using real-world data.

Keyphrases

machine learning
electronic health record
deep learning
big data
randomized controlled trial
data analysis
neural network
combination therapy