Search Results for author: Amit K. Chakraborty

Found 2 papers, 1 papers with code

Early detection of disease outbreaks and non-outbreaks using incidence data

no code implementations13 Apr 2024 Shan Gao, Amit K. Chakraborty, Russell Greiner, Mark A. Lewis, Hao Wang

In summary, we showed that there are statistical features that distinguish outbreak and non-outbreak sequences long before outbreaks occur.

Time Series Time Series Classification

An early warning indicator trained on stochastic disease-spreading models with different noises

1 code implementation24 Mar 2024 Amit K. Chakraborty, Shan Gao, Reza Miry, Pouria Ramazi, Russell Greiner, Mark A. Lewis, Hao Wang

The timely detection of disease outbreaks through reliable early warning signals (EWSs) is indispensable for effective public health mitigation strategies.

Navigate Time Series

Cannot find the paper you are looking for? You can Submit a new open access paper.