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Reducing Sample Size While Improving Equity in Vaccine Clinical Trials: A Machine Learning-Based Recruitment Methodology with Application to Improving Trials of Hepatitis C Virus Vaccines in People Who Inject Drugs.
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- Healthcare (2227-9032), 2024, v. 12, n. 6, p. 644, doi. 10.3390/healthcare12060644
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- Article
Projecting the number of new HIV infections to formulate the “Getting to Zero” strategy in Illinois, USA.
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- Mathematical Biosciences & Engineering, 2021, v. 18, n. 4, p. 3922, doi. 10.3934/mbe.2021196
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- Article
A population data-driven workflow for COVID-19 modeling and learning.
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- International Journal of High Performance Computing Applications, 2021, v. 35, n. 5, p. 483, doi. 10.1177/10943420211035164
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- Article
Sequentially calibrating a Bayesian microsimulation model to incorporate new information and assumptions.
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- 2022
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- Publication type:
- journal article
Model Exploration of an Information-Based Healthcare Intervention Using Parallelization and Active Learning.
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- Journal of Artificial Societies & Social Simulation, 2020, v. 23, n. 4, p. 1, doi. 10.18564/jasss.4379
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- Article
Repast Simphony Statecharts.
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- Journal of Artificial Societies & Social Simulation, 2015, v. 18, n. 3, p. 1, doi. 10.18564/jasss.2840
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- Article
Emulator-Based Bayesian Calibration of the CISNET Colorectal Cancer Models.
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- Medical Decision Making, 2024, v. 44, n. 5, p. 543, doi. 10.1177/0272989X241255618
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- Article
128 Creating a data repository of sociomic factors to further characterize clinical outcomes and disease progression in patients with asthma.
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- 2022
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- Publication type:
- Abstract
National variability in Americans' COVID-19 protective behaviors: Implications for vaccine roll-out.
- Published in:
- PLoS ONE, 2021, v. 16, n. 11, p. 1, doi. 10.1371/journal.pone.0259257
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- Article
Reopening California: Seeking robust, non-dominated COVID-19 exit strategies.
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- PLoS ONE, 2021, v. 16, n. 10, p. 1, doi. 10.1371/journal.pone.0259166
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- Publication type:
- Article
Building and experimenting with an agent-based model to study the population-level impact of CommunityRx, a clinic-based community resource referral intervention.
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- PLoS Computational Biology, 2021, v. 17, n. 10, p. 1, doi. 10.1371/journal.pcbi.1009471
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- Article
Understanding institutions for water allocation and exchange: Insights from dynamic agent‐based modeling.
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- WIRES Water, 2019, v. 6, n. 6, p. N.PAG, doi. 10.1002/wat2.1384
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- Article
Socio-Structural and Neighborhood Predictors of Incident Criminal Justice Involvement in a Population-Based Cohort of Young Black MSM and Transgender Women.
- Published in:
- 2020
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- Publication type:
- journal article
Water Relationships in the U.S. Southwest: Characterizing Water Management Networks Using Natural Language Processing.
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- Water (20734441), 2014, v. 6, n. 6, p. 1601, doi. 10.3390/w6061601
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- Publication type:
- Article
Projected long-term effects of colorectal cancer screening disruptions following the COVID-19 pandemic.
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- eLife, 2023, p. 1, doi. 10.7554/eLife.85264
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- Publication type:
- Article
Impact of a Low-Intensity Resource Referral Intervention on Patients' Knowledge, Beliefs, and Use of Community Resources: Results from the CommunityRx Trial.
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- 2020
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- Publication type:
- journal article
Modeling suggests that virion production cycles within individual cells is key to understanding acute hepatitis B virus infection kinetics.
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- PLoS Computational Biology, 2023, v. 19, n. 8, p. 1, doi. 10.1371/journal.pcbi.1011309
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- Publication type:
- Article
Modeling hepatitis C micro-elimination among people who inject drugs with direct-acting antivirals in metropolitan Chicago.
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- PLoS ONE, 2022, v. 17, n. 3, p. 1, doi. 10.1371/journal.pone.0264983
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- Publication type:
- Article
People who inject drugs in metropolitan Chicago: A meta-analysis of data from 1997-2017 to inform interventions and computational modeling toward hepatitis C microelimination.
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- PLoS ONE, 2022, v. 17, n. 1, p. 1, doi. 10.1371/journal.pone.0248850
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- Publication type:
- Article
High-throughput cancer hypothesis testing with an integrated PhysiCell-EMEWS workflow.
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- BMC Bioinformatics, 2018, v. 19, n. 18, p. 81, doi. 10.1186/s12859-018-2510-x
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- Article
CANDLE/Supervisor: a workflow framework for machine learning applied to cancer research.
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- BMC Bioinformatics, 2018, v. 19, n. 18, p. 59, doi. 10.1186/s12859-018-2508-4
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- Publication type:
- Article
Spatial inequities in access to medications for treatment of opioid use disorder highlight scarcity of methadone providers under counterfactual scenarios.
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- PLoS Computational Biology, 2024, v. 20, n. 7, p. 1, doi. 10.1371/journal.pcbi.1012307
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- Publication type:
- Article
Characterization and Valuation of the Uncertainty of Calibrated Parameters in Microsimulation Decision Models.
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- Frontiers in Physiology, 2022, v. 13, p. 1, doi. 10.3389/fphys.2022.780917
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- Publication type:
- Article
An Evolutionary Algorithm to Personalize Stool-Based Colorectal Cancer Screening.
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- Frontiers in Physiology, 2022, v. 12, p. 1, doi. 10.3389/fphys.2021.718276
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- Publication type:
- Article
Characteristics of a cost-effective blood test for colorectal cancer screening.
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- JNCI: Journal of the National Cancer Institute, 2024, v. 116, n. 10, p. 1612, doi. 10.1093/jnci/djae124
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- Publication type:
- Article