Contact tracing enhances the efficiency of COVID-19 group testing

R Goenka, SJ Cao, CW Wong… - ICASSP 2021-2021 …, 2021 - ieeexplore.ieee.org
Group testing can save testing resources in the context of the ongoing COVID-19 pandemic.
In group testing, we are given n samples, one per individual, and arrange them into m< n …

Community-aware group testing

P Nikolopoulos, SR Srinivasavaradhan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Group testing is a technique that can reduce the number of tests needed to identify infected
members in a population, by pooling together multiple diagnostic samples. Despite the …

Group testing with a graph infection spread model

B Arasli, S Ulukus - Information, 2023 - mdpi.com
The group testing idea is an efficient infection identification approach based on pooling the
test samples of a group of individuals, which results in identification with less number of tests …

AC-DC: Amplification curve diagnostics for Covid-19 group testing

R Gabrys, S Pattabiraman, V Rana, J Ribeiro… - arxiv preprint arxiv …, 2020 - arxiv.org
The first part of the paper presents a review of the gold-standard testing protocol for Covid-
19, real-time, reverse transcriptase PCR, and its properties and associated measurement …

Group testing on general set-systems

M Gonen, M Langberg… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Group testing is one of the fundamental problems in coding theory and combinatorics in
which one is to identify a subset of contaminated items from a given ground set. There has …

An entropy reduction approach to continual testing

SR Srinivasavaradhan, P Nikolopoulos… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
SIR (Susceptible, Infected or Recovered) stochastic network models are commonly used to
describe the progression of epidemics inside a network. A task of interest in epidemiology is …

Dynamic group testing to control and monitor disease progression in a population

SR Srinivasavaradhan, P Nikolopoulos… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
Proactive testing and interventions are crucial for disease containment during a pandemic
until widespread vaccination is achieved. However, a key challenge remains: Can we …

Noisy adaptive group testing for community-oriented models

S Ahn, WN Chen, A Özgür - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
We consider the group testing problem over probabilistic community-oriented infection
models, which have attracted significant attention in the wake of the COVID-19 pandemic. To …

Group testing with side information via generalized approximate message passing

SJ Cao, R Goenka, CW Wong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
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 …

Group testing with nested pools

I Armendáriz, PA Ferrari, D Fraiman… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
In order to identify the infected individuals of a population, their samples are divided in
equally sized groups called pools and a single laboratory test is applied to each pool …