Search Results for author: Robin Singh

Found 2 papers, 1 papers with code

Simulation and application of COVID-19 compartment model using physics-informed neural network

no code implementations4 Aug 2022 Jinhuan Ke, Jiahao Ma, Xiyu Yin, Robin Singh

COVID-19 pandemic has had a disruptive and irreversible impact globally, yet traditional epidemiological modeling approaches such as the susceptible-infected-recovered (SIR) model have exhibited limited effectiveness in forecasting of the up-to-date pandemic situation.

COVID-19 Pneumonia and Influenza Pneumonia Detection Using Convolutional Neural Networks

1 code implementation14 Dec 2021 Julianna Antonchuk, Benjamin Prescott, Philip Melanchthon, Robin Singh

The chest radiograph appearance of COVID-19 pneumonia is thought to be nonspecific, having presented a challenge to identify an optimal architecture of a convolutional neural network (CNN) that would classify with a high sensitivity among the pulmonary inflammation features of COVID-19 and non-COVID-19 types of pneumonia.

Pneumonia Detection

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