Predicting infectious disease for biopreparedness and response: A systematic review of machine learning and deep learning approaches.

3.3 Trend and extent of use of ML and DL in infectious disease prediction models There has been an increasing trend in the use of ML and DL techniques for ID prediction since 2001 with a substantial rise between January 2019 and May 2021 ( Fig. 4 ).

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