2023

Population mobility data provides meaningful indicators of fast food intake and diet-related diseases in diverse populations
Abigail L. Horn, Brooke M. Bell, Bernardo Garcia Bulle Bueno, Mohsen Bahrami, Burcin Bozkaya, Yan Cui, John P. Wilson, Alex Pentland, Esteban Moro, Kayla de la Haye
Nature Partner Journals Digital Medicine 6 (1), 208 (2003)
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Effectiveness of Nonpharmaceutical Interventions to Avert the Second COVID-19 Surge in Los Angeles County: A Simulation Study
C Rodier, A Horn, Y Zhang, I Kaddoura, S Müller
Study Report (2023)
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2022

Research Gaps and Opportunities in Precision Nutrition: An NIH Workshop Report. American Journal of Clinical Nutrition
B.Y. Lee, J.M. Ordovas, …, A.L. Horn, …, E. Parks
American Journal of Clinical Nutrition 116(6):1877-1900 (2022)
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You are where you eat: Effect of mobile food environments on fast food visits
Bulle-Bueno, B., Horn, A., Bahrami, M., Bell, B., Bozkaya, B., de la Haye, K., Pentland, S., Moro, E. Preprint (2022)
medRxiv

Investigating mobility-based fast food outlet visits as indicators of dietary intake and diet-related disease
Abigail L. Horn, Brooke M. Bell, Bernardo Garcia Bulle Bueno, Mohsen Bahrami, Burcin Bozkaya, Yan Cui, John P. Wilson, Alex Pentland, Esteban Moro, Kayla de la Haye
Preprint (2022)
medRxiv

2021

An integrated risk and epidemiological model to estimate risk-stratified COVID-19 outcomes for Los Angeles County: March 1, 2020—March 1, 2021
Abigail L. Horn, Lai Jiang, Faith Washburn, Emil Hvitfeldt, Kayla de la Haye, William Nicholas, Paul Simon, Maryann Pentz, Wendy Cozen, Neeraj Sood, David V. Conti
PLoS ONE, 16 (6), e0253549 (2021)
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Emerging applications of machine learning in food safety
Xiangyu Deng, Shuhao Cao, Abigail L. Horn
Annual Review of Food Science and Technology 12, 513-538 (2021)
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A continuous indicator of food environment nutritional quality
Iris Liu, Andres Abeliuk, Kayla de la Haye, Abigail L. Horn
In Proceedings of the 2021 KDD Workshop on Data-driven Humanitarian Mapping, 27th ACM SIGKDD Conference (2021)
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Information-theoretic methods for food supply network identification in food-borne disease outbreaks
Abigail L. Horn, Marcel Fuhrmann, Tim Schlaich, Andreas Balster, Matthias Filter, Elena Polozova, Annemarie Käesbohrer, Hanno Friedrich
Preprint (2021)

Epidemic Modeling to Demonstrate the Impact of Vaccination Rate on COVID-19 Cases, Hospitalizations, and Deaths — Los Angeles County, June 1–September 1, 2021
Abigail L. Horn, David V. Conti
Preprint (2021)

2020

Estimation of COVID-19 risk-stratified epidemiological parameters and policy implications for Los Angeles County through an integrated risk and stochastic epidemiological model
Abigail L. Horn, Lai Jiang, Faith Washburn, Emil Hvitfeldt, Kayla de la Haye, William Nicholas, Paul Simon, Maryann Pentz, Wendy Cozen, Neeraj Sood, David V. Conti
Preprint (2020)
medRxiv

A Gravity-Based Food Flow Model to Identify the Source of Foodborne Disease Outbreaks
Tim Schlaich, Abigail L. Horn, Marcel Fuhrmann, Hanno Friedrich
International Journal of Environmental Research and Public Health, 17(2), 444 (2020)
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2019

Locating the Source of Large-Scale Outbreaks of Foodborne Disease
Abigail L. Horn, Hanno Friedrich
Journal of the Royal Society Interface 16(151), 20180624 (2019)
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The network source location problem in the context of foodborne disease outbreaks
Abigail L. Horn, Hanno Friedrich
Dynamics on and of Complex Networks, Springer Proceedings in Complexity, pp. 151-165 (2019)
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A Gravity-Based Approach to Connect Food Retailers with Consumers for Traceback Models of Food-Borne Diseases
Tim Schlaich, Hanno Friedrich, Abigail L. Horn
In Proceedings of the International Conference on Complex Networks and Their Applications pp. 363-375 (2019)
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2018

A Universal Measure for Network Traceability Xin Lu, Abigail L. Horn, Jiahao Su, Jiang Jiang Omega: The International Journal of Management Science, 10.1016/j.omega.2018.09.004 (2018)
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Earlier

Multi-stage modeling using fuzzy multi-criteria feature selection to improve survival prediction of ICU septic shock patients
Federico Cismondi, Abigail L Horn, André S. Fialho, Susana M. Vieira, Shane R. Reti, João M.C. Sousa, Stan Finkelstein
Expert Systems with Applications 39 (16), 12332-12339 (2012)
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Multi-objective performance evaluation using fuzzy criteria: Increasing sensitivity prediction for outcome of septic shock patients
Abigail L Horn, Federico Cismondi, André S. Fialho, Susana M. Vieira, Joao M.C. Sousa, Shane Reti, Michael Howell, Stan Finkelstein
IFAC Proceedings Volumes 44 (1), 14042-14047 (2011)
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