A robust pooled testing approach to expand COVID-19 screening capacity

DR Bish, EK Bish, H El-Hajj, H Aprahamian - Plos one, 2021 - journals.plos.org
Limited testing capacity for COVID-19 has hampered the pandemic response. Pooling is a
testing method wherein samples from specimens (eg, swabs) from multiple subjects are …

Optimizing and evaluating PCR-based pooled screening during COVID-19 pandemics

J Yu, Y Huang, ZJ Shen - Scientific reports, 2021 - nature.com
Population screening played a substantial role in safely reopening the economy and
avoiding new outbreaks of COVID-19. PCR-based pooled screening makes it possible to …

Disease Bundling or Specimen Bundling? Cost-and Capacity-Efficient Strategies for Multidisease Testing with Genetic Assays

DR Bish, EK Bish, H El Hajj - Manufacturing & Service …, 2024 - pubsonline.informs.org
Problem definition: Infectious disease screening can be expensive and capacity
constrained. We develop cost-and capacity-efficient testing designs for multidisease …

Machine learning for optimal test admission in the presence of resource constraints

R Elitzur, D Krass, E Zimlichman - Health Care Management Science, 2023 - Springer
Developing rapid tools for early detection of viral infection is crucial for pandemic
containment. This is particularly crucial when testing resources are constrained and/or there …

Optimal unlabeled set partitioning with application to risk-based quarantine policies

J Lin, H Aprahamian, H El-Amine - IISE Transactions, 2024 - Taylor & Francis
We consider the problem of partitioning a set of items into unlabeled subsets so as to
optimize an additive objective, ie, the objective function value of a partition is equal to the …

Optimal targeted mass screening in non‐uniform populations with multiple tests and schemes

J Lin, H Aprahamian, G Golovko - Naval Research Logistics …, 2024 - Wiley Online Library
We study the problem of designing optimal targeted mass screening of non‐uniform
populations. Mass screening is an essential tool that is widely utilized in a variety of settings …

Screening multi‐dimensional heterogeneous populations for infectious diseases under scarce testing resources, with application to COVID‐19

H El Hajj, DR Bish, EK Bish… - Naval Research …, 2022 - Wiley Online Library
Testing provides essential information for managing infectious disease outbreaks, such as
the COVID‐19 pandemic. When testing resources are scarce, an important managerial …

An optimization framework for large-scale screening under limited testing capacity with application to COVID-19

J Lin, H Aprahamian, G Golovko - Health Care Management Science, 2024 - Springer
We consider the problem of targeted mass screening of heterogeneous populations under
limited testing capacity. Mass screening is an essential tool that arises in various settings …

The effect of correlation and false negatives in pool testing strategies for COVID-19

LJ Basso, V Salinas, D Sauré, C Thraves… - Health Care …, 2022 - Springer
During the current COVID-19 pandemic, active testing has risen as a key component of
many response strategies around the globe. Such strategies have a common denominator …

Optimal clustering of frequency data with application to disease risk categorization

H Aprahamian, H El-Amine - IISE Transactions, 2022 - Taylor & Francis
We provide a clustering procedure for a special type of dataset, known as frequency data,
which counts the frequency of a certain binary outcome. An interpretation of the data as a …