Group testing via hypergraph factorization applied to COVID-19
Large scale screening is a critical tool in the life sciences, but is often limited by reagents,
samples, or cost. An important recent example is the challenge of achieving widespread …
samples, or cost. An important recent example is the challenge of achieving widespread …
Effective matrix designs for COVID-19 group testing
Background Grou** samples with low prevalence of positives into pools and testing these
pools can achieve considerable savings in testing resources compared with individual …
pools can achieve considerable savings in testing resources compared with individual …
Tropical group testing
HP Wang, R Gabrys, A Vardy - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Polymerase chain reaction (PCR) testing is the gold standard for diagnosing COVID-19.
PCR amplifies the virus DNA 40 times to produce measurements of viral loads that span …
PCR amplifies the virus DNA 40 times to produce measurements of viral loads that span …
Group testing with side information via generalized approximate message passing
Group testing can help maintain a widespread testing program using fewer resources amid
a pandemic. In a group testing setup, we are given samples, one per individual. Each …
a pandemic. In a group testing setup, we are given samples, one per individual. Each …