A robust pooled testing approach to expand COVID-19 screening capacity
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 …
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 …
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
Problem definition: Infectious disease screening can be expensive and capacity
constrained. We develop cost-and capacity-efficient testing designs for multidisease …
constrained. We develop cost-and capacity-efficient testing designs for multidisease …
Machine learning for optimal test admission in the presence of resource constraints
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 …
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 …
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 …
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
Testing provides essential information for managing infectious disease outbreaks, such as
the COVID‐19 pandemic. When testing resources are scarce, an important managerial …
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 …
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
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 …
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 …
which counts the frequency of a certain binary outcome. An interpretation of the data as a …