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Flucast: A Real-Time Tool to Predict Severity of an Influenza Season

Flucast: A Real-Time Tool to Predict Severity of an Influenza Season

In 2016, the CDC launched Flu Sight on the Epidemic Prediction Initiative website to forecast weekly influenza activity [18].

Aye Moa, David Muscatello, Abrar Chughtai, Xin Chen, C Raina MacIntyre

JMIR Public Health Surveill 2019;5(3):e11780


Identifying Potential Norovirus Epidemics in China via Internet Surveillance

Identifying Potential Norovirus Epidemics in China via Internet Surveillance

Prediction models were constructed to explore the relationship of the mean composite Baidu Index and potential case number under diverse optimal lag periods, respectively.

Kui Liu, Sichao Huang, Zi-Ping Miao, Bin Chen, Tao Jiang, Gaofeng Cai, Zhenggang Jiang, Yongdi Chen, Zhengting Wang, Hua Gu, Chengliang Chai, Jianmin Jiang

J Med Internet Res 2017;19(8):e282


Improving Clinical Translation of Machine Learning Approaches Through Clinician-Tailored Visual Displays of Black Box Algorithms: Development and Validation

Improving Clinical Translation of Machine Learning Approaches Through Clinician-Tailored Visual Displays of Black Box Algorithms: Development and Validation

S(i) denotes the prediction for the ith observation using the simplified model, P(i) denotes the prediction for the ith observation using the ML model, and Pavg denotes the average prediction from the ML model.

Shannon Wongvibulsin, Katherine C Wu, Scott L Zeger

JMIR Med Inform 2020;8(6):e15791