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Home » modeling

Articles Tagged with ''modeling''

person taking vacuum packed meat out of fridge

Modeling Study Identifies Heat, pH Conditions to Inhibit C. botulinum Growth in Chilled Foods

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Food Safety Magazine Editorial Team
August 13, 2026

The researchers determined that probabilistic modeling could help food businesses capitalize on existing scientific data to map processing and formulation conditions for controlling non-proteolytic C. botulinum in refrigerated, processed foods of extended durability.


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Researchers Predict Climate Change-Driven Increases in Mycotoxin Contamination of Wheat Across Europe

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Bailee Henderson
June 19, 2026

Wageningen University researchers developed a hybrid machine learning modeling framework that considers crop growth stages, various future scenarios, and a large geographic region. The model predicted deoxynivalenol will present the greatest risk, with coastal countries, the UK, and northern France most affected.


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Experts Explain How Probabilistic Exposure Assessments Enhance Food Chemical Risk Management

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Food Safety Magazine Editorial Team
August 29, 2025

In a new paper supported by the Institute for the Advancement of Food and Nutrition Sciences (IAFNS), experts demystify Probabilistic Exposure Assessments (PEAs)—a more accurate approach for estimating dietary exposure to chemicals—by offering a comprehensive overview of their history, applications, and regulatory guidance.


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Food Safety Five Ep. 13: A New Model for Identifying E. Coli Interventions in Romaine Production

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Bailee Henderson
August 5, 2025

This episode of Food Safety Five discusses a new study that leverages a novel quantitative microbial risk assessment (QMRA) model that suggests that half of E. coli O157:H7 illnesses linked to romaine lettuce are caused by contamination via untreated overhead irrigation water.


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leafy greens growing on the farm

Half of Romaine Lettuce E. Coli Outbreaks Caused by Overhead Irrigation Water, Study Finds

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Bailee Henderson
July 23, 2025

Using a newly developed quantitative microbial risk assessment (QMRA) model, researchers have identified interventions along the U.S. romaine lettuce supply chain that would most effectively reduce E. coli contamination. The QMRA is publicly available for use.


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small wheel of goat cheese on charcuterie board next to cheese knife and green grapes

Researchers Develop Predictive Model for Listeria Growth in RTE Artisanal Cheeses

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Food Safety Magazine Editorial Team
April 3, 2025

Researchers from the University of Córdoba in Spain have developed a model for predicting the growth of Listeria monocytogenes in artisanal cheeses, which will be especially useful to producers that must demonstrate compliance with recently expanded EU regulations for controlling the pathogen in ready-to-eat (RTE) foods.


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Researchers Developing Model to Evaluate Contamination Risks and Control Strategies Along Produce Supply Chain

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Food Safety Magazine Editorial Team
February 25, 2025

A research project funded by the Center for Produce Safety is developing a flexible computer model that enables food industry users to evaluate potential contamination risks along the supply chain and relevant control strategies.


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Risk Assessment Model Tells Processors the Likelihood of Consumer Exposure to Foodborne Pathogens From Pasteurized Milk

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Food Safety Magazine Editorial Team
June 13, 2024

Intended to inform food safety decision-making, a new risk assessment model developed by researchers at Penn State University helps milk processors evaluate possible consumer exposure to Bacillus cereus from milk subjected to high-temperature, short-time pasteurization.


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Review Identifies Gaps in Existing Quantitative Risk Assessment Models for Listeria on Produce

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Bailee Henderson
May 17, 2024

A study has identified significant deficiencies in existing quantitative risk assessment models for Listeria monocytogenes on produce, such as failure to consider important contamination factors in primary production, among other gaps.


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EFSA Launches Modeling Platform to Predict Chemical Food Safety, Reducing Need for Animal Experiments

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Food Safety Magazine Editorial Team
November 14, 2023

The European Food Safety Authority (EFSA) has introduced TKPlate, a new platform that can model and predict the toxicity and toxicokinetics of chemicals used in foods, which will help reduce the amount of animal testing used in food safety assessments.


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