The WATMOC model is based on artificial intelligence in estimating COVID-19 community prevalence through wastewater-based epidemiology. Our preliminary study has showed the benefits of using data-driven model in lieu of conventional WBE back-calculation. The WATMOC model will be delivered using the Google Cloud AI platform when data collection allows the training of a model with good performance.
Li, X., Kulandaivelu, J., Zhang, S., Shi, J., Sivakumar, M., Mueller, J., Luby, S., Ahmed, W., Coin, L. and Jiang, G. (2021) Data-driven estimation of COVID-19 community prevalence through wastewater-based epidemiology. Science of the Total Environment 789, 147947.
We will provide online prediction capability shortly. You can provide as much information as you know to the model and it will give an estimated prevalence based on your inputs.