Jonathan Ozik

Also affiliated with Argonne National Laboratory, Chicago Department of Public Health, University of Chicago, Molecular Biology Consortium

MedicineDecision SciencesComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 5%percentile

0.442Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Sociome Data Commons: A scalable and sustainable platform for investigating the full social context and determinants of health

Journal of Clinical and Translational Science(2023)10.1017/cts.2023.670

Top 43%

0.442DataRank

Top 43%8 citations

Sharmilee M. Nyenhuis, Anthony E Solomonides, Bruno Barbarioli, Ankur Bhargava, Suzi Birz +20 more

Papers

Driven by 41 papers — median percentile 29. Top paper: “Sociome Data Commons: A scalable and sustainable platform for investigating the full social context and determinants of health”.

Sociome Data Commons: A scalable and sustainable platform for investigating the full social context and determinants of health

Journal of Clinical and Translational Science(2023)10.1017/cts.2023.670

Top 43%

0.442DataRank

Top 43%8 citations

Sharmilee M. Nyenhuis, Anthony E Solomonides, Bruno Barbarioli, Ankur Bhargava, Suzi Birz +20 more

Model Exploration of an Information-Based Healthcare Intervention Using Parallelization and Active Learning

Journal of Artificial Societies and Social Simulation(2020)10.18564/jasss.4379

N/A

0DataRank · unranked

10 citations

Jonathan Ozik, Nicholson Collier, Charles M. Macal, Kelly Boyd, Jennifer A. Makelarski +3 more

The last Black man with HIV in San Francisco: the potential role of gentrification on HIV getting to zero achievements

The Lancet HIV(2020)10.1016/s2352-3018(20)30250-2

N/A

0DataRank · unranked

7 citations

Jonathan Ozik, Gregorio A. Millett, John A. Schneider, Jade Pagkas-Bather

Iterative community-driven development of a SARS-CoV-2 tissue simulator

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.04.02.019075

N/A

0DataRank · unranked

71 citations

Yafei Wang, Gary An, Maansi Asthana, Andrew Becker, Chase Cockrell +30 more

Building and experimenting with an agent-based model to study the population-level impact of CommunityRx, a clinic-based community resource referral intervention

PLoS Computational Biology(2021)10.1371/journal.pcbi.1009471

N/A

0DataRank · unranked

11 citations

Jennifer A. Makelarski, Chaitanya Kaligotla, Emily Abramsohn, David G. Beiser, Chiahung Chou +6 more

Projecting the number of new HIV infections to formulate the "Getting to Zero" strategy in Illinois, USA

Mathematical Biosciences & Engineering(2021)10.3934/mbe.2021196

N/A

0DataRank · unranked

10 citations

Mert Edali, Jonathan Ozik, Nicholson Collier, Anna Hotton, Abigail Skwara +6 more

Too Good to Be True? Evaluation of Colonoscopy Sensitivity Assumptions Used in Policy Models

Cancer Epidemiology Biomarkers & Prevention(2021)10.1158/1055-9965.epi-21-1001

N/A

0DataRank · unranked

9 citations

Pedro Nascimento de Lima, Jeffrey K. Lee, Jonathan Ozik, Carolyn M. Rutter

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

PLoS ONE(2022)10.1371/journal.pone.0248850

N/A

0DataRank · unranked

19 citations

Mary Ellen Mackesy‐Amiti, Aditya Khanna, Bryan Brickman, Harel Dahari, Jonathan Ozik +1 more

Modeling hepatitis C micro-elimination among people who inject drugs with direct-acting antivirals in metropolitan Chicago

PLoS ONE(2022)10.1371/journal.pone.0264983

N/A

0DataRank · unranked

19 citations

Alexander Gutfraind, Nicholson Collier, Desarae Echevarria, Scott J. Cotler, Marian Major +4 more

Sequentially calibrating a Bayesian microsimulation model to incorporate new information and assumptions

BMC Medical Informatics and Decision Making(2022)10.1186/s12911-021-01726-0

N/A

0DataRank · unranked

15 citations

Carolyn M. Rutter, Jonathan Ozik, Nicholson Collier, Maria DeYoreo

Expanding Medicaid to Reduce Human Immunodeficiency Virus Transmission in Houston, Texas

Medical Care(2022)10.1097/mlr.0000000000001772

N/A

0DataRank · unranked

8 citations

Aditya Khanna, Camden J. Hallmark, Richa Lavingia, Marlene McNeese, Jing Zhao +10 more

An Evolutionary Algorithm to Personalize Stool-Based Colorectal Cancer Screening

Frontiers in Physiology(2022)10.3389/fphys.2021.718276

N/A

0DataRank · unranked

4 citations

Jonathan Ozik, Remy Spliet, Nicholson Collier, Iris Lansdorp‐Vogelaar, Reinier G.S. Meester +1 more

Unequal Recovery in Colorectal Cancer Screening Following the COVID-19 Pandemic: A Comparative Microsimulation Analysis

medRxiv(2022)10.1101/2022.12.23.22283887

N/A

0DataRank · unranked

8 citations

Rosita van den Puttelaar, Anne I. Hahn, Matthias Harlass, Nicholson Collier, Jonathan Ozik +4 more

Projected long-term effects of colorectal cancer screening disruptions following the COVID-19 pandemic

eLife(2023)10.7554/elife.85264

N/A

0DataRank · unranked

21 citations

Rosita van den Puttelaar, Anne I. Hahn, Matthias Harlass, Nicholson Collier, Jonathan Ozik +4 more

NordICC Trial Results in Line With Expected Colorectal Cancer Mortality Reduction After Colonoscopy: A Modeling Study

Gastroenterology(2023)10.1053/j.gastro.2023.06.035

N/A

0DataRank · unranked

12 citations

Pedro Nascimento de Lima, Amy B. Knudsen, Carolyn M. Rutter, David S. Weinberg, Iris Lansdorp‐Vogelaar +18 more

Impact of post-incarceration care engagement interventions on HIV transmission among young Black men who have sex with men and their sexual partners: an agent-based network modeling study

The Lancet Regional Health - Americas(2023)10.1016/j.lana.2023.100628

N/A

0DataRank · unranked

6 citations

Francis Lee, Daniel Sheeler, Jonathan Ozik, Nicholson Collier, Mert Edali +8 more

Developing Distributed High-performance Computing Capabilities of an Open Science Platform for Robust Epidemic Analysis

PubMed(2023)10.1109/ipdpsw59300.2023.00143

N/A

0DataRank · unranked

12 citations

Justin M. Wozniak, Abby Stevens, Yadu Babuji, Mickaël Binois, Arindam Fadikar +4 more

PSI/J: A Portable Interface for Submitting, Monitoring, and Managing Jobs

PubMed(2023)10.1109/e-science58273.2023.10254912

N/A

0DataRank · unranked

12 citations

André Merzky, Nicholson Collier, Ketan Maheshwari, Jonathan Ozik, Matteo Turilli +8 more

Trajectory-Oriented Optimization of Stochastic Epidemiological Models

PubMed(2023)10.1109/wsc60868.2023.10408258

N/A

0DataRank · unranked

10 citations

Nicholson Collier, Abby Stevens, Jonathan Ozik, Mickaël Binois, Kok Ben Toh +1 more

Spatial inequities in access to medications for treatment of opioid use disorder highlight scarcity of methadone providers under counterfactual scenarios

medRxiv(2023)10.1101/2023.05.12.23289915

N/A

0DataRank · unranked

2 citations

Qinyun Lin, Jonathan Ozik, Marynia Kolak, Nicholson Collier, Dylan Halpern +5 more

Emulator-based Bayesian calibration of the CISNET colorectal cancer models

medRxiv(2023)10.1101/2023.02.27.23286525

Top 100%

0DataRank

Top 100%0 citations

Claudia L. Seguin, Luuk A van Duuren, Amy B. Knudsen, Barak Davidi, Pedro Nascimento de Lima +7 more

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

SSRN Electronic Journal(2023)10.2139/ssrn.4370294

N/A

0DataRank · unranked

0 citations

Eric Tatara, Mary Ellen Mackesy‐Amiti, Kimberly Page, Jonathan Ozik, Basmatee Boodrum +3 more

Developing Distributed High-performance Computing Capabilities of an Open Science Platform for Robust Epidemic Analysis

arXiv (Cornell University)(2023)10.48550/arxiv.2304.14244

N/A

0DataRank · unranked

0 citations

Justin M. Wozniak, Abby Stevens, Yadu Babuji, Mickaël Binois, Arindam Fadikar +4 more

Trajectory-oriented optimization of stochastic epidemiological models

arXiv (Cornell University)(2023)10.48550/arxiv.2305.03926

N/A

0DataRank · unranked

0 citations

Mickaël Binois, Nicholson Collier, Abby Stevens, Kok Ben Toh, Jonathan Ozik +1 more

PSI/J: A Portable Interface for Submitting, Monitoring, and Managing Jobs

arXiv (Cornell University)(2023)10.48550/arxiv.2307.07895

N/A

0DataRank · unranked

0 citations

André Merzky, Nicholson Collier, Ketan Maheshwari, Jonathan Ozik, Matteo Turilli +8 more

Characteristics of a cost-effective blood test for colorectal cancer screening

JNCI Journal of the National Cancer Institute(2024)10.1093/jnci/djae124

N/A

0DataRank · unranked

26 citations

Rosita van den Puttelaar, Amy B. Knudsen, Anne I. Hahn, Karen M. Kuntz, Jonathan Ozik +7 more

Emulator-Based Bayesian Calibration of the CISNET Colorectal Cancer Models

Medical Decision Making(2024)10.1177/0272989x241255618

N/A

0DataRank · unranked

9 citations

Claudia L. Seguin, Luuk A. van Duuren, Amy B. Knudsen, Barak Davidi, Pedro Nascimento de Lima +7 more

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

Healthcare(2024)10.3390/healthcare12060644

N/A

0DataRank · unranked

5 citations

Eric Tatara, Mary Ellen Mackesy‐Amiti, Kimberly Page, Jonathan Ozik, Basmattee Boodram +3 more

Optimal Stopping Ages for Colorectal Cancer Screening

JAMA Network Open(2024)10.1001/jamanetworkopen.2024.51715

N/A

0DataRank · unranked

4 citations

Ronit R. Dalmat, Jessica Chubak, Rosita van den Puttelaar, Natalia Udaltsova, Douglas A. Corley +6 more

Modeling of randomized hepatitis C vaccine trials: Bridging the gap between controlled human infection models and real-word testing

PNAS Nexus(2024)10.1093/pnasnexus/pgae564

N/A

0DataRank · unranked

3 citations

Alexander Gutfraind, Eric Tatara, Nicholson Collier, Scott J. Cotler, Kimberly Page +5 more

Spatial inequities in access to medications for treatment of opioid use disorder highlight scarcity of methadone providers under counterfactual scenarios

PLoS Computational Biology(2024)10.1371/journal.pcbi.1012307

N/A

0DataRank · unranked

2 citations

Qinyun Lin, Jonathan Ozik, Marynia Kolak, Nicholson Collier, Dylan Halpern +5 more

Theoretical modeling of hepatitis C acute infection in liver-humanized mice support pre-clinical assessment of candidate viruses for controlled-human-infection studies

Scientific Reports(2024)10.1038/s41598-024-83104-0

N/A

0DataRank · unranked

1 citations

Adquate Mhlanga, Yuji Ishida, Ari Josephson, Nicholson Collier, Hiromi Abe‐Chayama +8 more

Distributed Model Exploration with EMEWS

PubMed(2024)10.1109/wsc63780.2024.10838848

N/A

0DataRank · unranked

4 citations

Justin M. Wozniak, Arindam Fadikar, Abby Stevens, Jonathan Ozik, Nicholson Collier

Response to Hu, Yang, and Sun

JNCI Journal of the National Cancer Institute(2024)10.1093/jnci/djae341

N/A

0DataRank · unranked

0 citations

Carolyn M. Rutter, Rosita van den Puttelaar, Anne I. Hahn, Jonathan Ozik, Nicholson Collier +4 more

A taxonomy of social support interventions for People experiencing a syndemic of substance use disorder, criminal legal involvement, and downstream Health sequelae

SSM - Mental Health(2025)10.1016/j.ssmmh.2025.100428

N/A

0DataRank · unranked

2 citations

Lindsay Smith, Alida Bouris, Carrie B. Oser, Mai T. Pho, Basmattee Boodram +14 more

Neighborhood sociome factors and pediatric asthma exacerbations: Protective role of tree crown density and importance of pharmacy access in Chicago's south side

Pediatric Allergy and Immunology(2025)10.1111/pai.70127

N/A

0DataRank · unranked

4 citations

Shashi Bellam, Kathleen L. Bobay, Ellen Cohen, Emily Dillon, Brian Furner +13 more

Benefits of colorectal cancer screening using fecal immunochemical testing with varying positivity thresholds by age and sex

JNCI Journal of the National Cancer Institute(2025)10.1093/jnci/djaf149

N/A

0DataRank · unranked

3 citations

Amy B. Knudsen, Daan Nieboer, Luuk A van Duuren, Karen M. Kuntz, Carolyn M. Rutter +10 more

Modeling of hepatitis B virus infection spread in primary human hepatocytes

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.02.05.636596

N/A

0DataRank · unranked

1 citations

Masataka Tsuge, Nicholson Collier, Yasue Takeuchi, Takuro Uchida, Carolyn M. Rutter +8 more

A Portfolio Approach to Massively Parallel Bayesian Optimization

Journal of Artificial Intelligence Research(2025)10.1613/jair.1.16868

N/A

0DataRank · unranked

0 citations

Nicholson Collier, Jonathan Ozik, Mickaël Binois

Nested active learning for efficient model contextualization and parameterization: pathway to generating simulated populations using multi-scale computational models

SIMULATION(2020)10.1177/0037549720975075

N/A

0DataRank · unranked

16 citations

Jonathan Ozik, Nick Collier, Gary An, Chase Cockrell

Tree cover, health care access, Sociome Data Commons, and pediatric asthma: Chicago, 2010-2019

(2025)10.22541/au.173738104.40873058/v1

N/A

0DataRank · unranked

0 citations

Shashi Bellam, Kathy Bobay, Ellen Cohen, Emily Dillon, Brian Furner +13 more

Jonathan Ozik

Indexed papers

Top data-sharing exemplar

Papers