COVIDHunter: COVID-19 pandemic wave prediction and mitigation via seasonality-aware modeling

1 code implementation • 14 Jun 2022 • Mohammed Alser, Jeremie S. Kim, Nour Almadhoun Alserr, Stefan W. Tell, Onur Mutlu

We introduce COVIDHunter, a flexible and accurate COVID-19 outbreak simulation model that evaluates the current mitigation measures that are applied to a region, predicts COVID-19 statistics (the daily number of cases, hospitalizations, and deaths), and provides suggestions on what strength the upcoming mitigation measure should be.

GenShare: Sharing Accurate Differentially-Private Statistics for Genomic Datasets with Dependent Tuples

no code implementations • 30 Dec 2021 • Nour Almadhoun Alserr, Ozgur Ulusoy, Erman Ayday, Onur Mutlu

While sharing genomic data across researchers is an essential driver of advances in health and biomedical research, the sharing process is often infeasible due to data privacy concerns.

Privacy Preserving

COVIDHunter: An Accurate, Flexible, and Environment-Aware Open-Source COVID-19 Outbreak Simulation Model

1 code implementation • 6 Feb 2021 • Mohammed Alser, Jeremie S. Kim, Nour Almadhoun Alserr, Stefan W. Tell, Onur Mutlu

The key idea of COVIDHunter is to quantify the spread of COVID-19 in a geographical region by simulating the average number of new infections caused by an infected person considering the effect of external factors, such as environmental conditions (e. g., climate, temperature, humidity) and mitigation measures.