Applying Machine Learning Models with An Ensemble Approach for Accurate Real-Time Influenza Forecasting in Taiwan: Development and Validation Study.

Hao-Yuan Cheng Yu-Chun Wu Min-Hau Lin Yu-Lun Liu Yue-Yang Tsai Jo-Hua Wu Ke-Han Pan Chih-Jung Ke Chiu-Mei Chen Ding-Ping Liu I-Feng Lin Jen-Hsiang Chuang

Published in: Journal of medical Internet research (2020)

This machine learning and ensemble approach can make accurate, real-time influenza-like illness forecasts for a 4-week period, and thus, facilitate decision making.

Keyphrases

machine learning
decision making
artificial intelligence
high resolution
big data
convolutional neural network
deep learning
neural network
randomized controlled trial
clinical trial