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AI-ML for Decision and Risk Analysis: Challenges and Opportunities for Normative Decision Theory

Cox, Louis Anthony

1, 2023

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Quantitative Risk Analysis of Air Pollution Health Effects

Cox Jr., Louis Anthony

1st Edition 2021, 2020

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Interventional probability of causation (IPoC) with epidemiological and partial mechanistic evidence: benzene vs. formaldehyde and acute myeloid leukemia (AML)

Critical reviews in toxicology, 2024-04, Vol.54 (4), p.252-289

2024

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How well can carcinogenicity be predicted by high throughput “characteristics of carcinogens” mechanistic data?

Regulatory toxicology and pharmacology, 2017-11, Vol.90, p.185-196

2017

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The shape of low-concentration dose-response functions for benzene: implications for human health risk assessment

Critical reviews in toxicology, 2021-02, Vol.51 (2), p.95-116

2021

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Concentration-Response Associations Used to Estimate Public Health Benefits of Less Pollution Are Not Valid Causal Predictive Models

Annals of the American Thoracic Society, 2016-12, Vol.13 (12), p.2280-2281

Cox, Jr, Louis A

2016

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Non-parametric estimation of low-concentration benzene metabolism

Chemico-biological interactions, 2017-12, Vol.278, p.242-255

2017

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Quantitative health risk analysis methods: modeling the human health impacts of antibiotics used in food animals

Cox, Louis A

1, 2006

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Ambient Air Pollution and Mortality in 652 Cities

The New England journal of medicine, 2019-11, Vol.381 (21), p.2074

Cox, Jr, Louis A

2019

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Warmer is healthier: Effects on mortality rates of changes in average fine particulate matter (PM2.5) concentrations and temperatures in 100 U.S. cities

Regulatory toxicology and pharmacology, 2013-08, Vol.66 (3), p.336-346

2013

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Risk Analysis of Complex and Uncertain Systems

Cox, Louis Anthony

1. Aufl., 2009

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Causal regulations vs. political will: Why human zoonotic infections increase despite precautionary bans on animal antibiotics

Environment international, 2008-05, Vol.34 (4), p.459-475

2008

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Quantifying Human Health Risks from Virginiamycin Used in Chickens

Risk analysis, 2004-02, Vol.24 (1), p.271-288

2004

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Confusion over antibiotic resistance: ecological correlation is not evidence of causation

Foodborne pathogens and disease, 2012-08, Vol.9 (8), p.776-776

2012

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Can the Predictive Analytics Toolkit (PAT) handle a genomic data set?

Computational toxicology, 2022-11, Vol.24, p.100241, Article 100241

2022

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Modeling the relationship between food animal health and human foodborne illness

Preventive veterinary medicine, 2007-05, Vol.79 (2), p.186-203

2007

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Ambient Air Pollution and Mortality in 652 Cities

The New England journal of medicine, 2019-11, Vol.381 (21), p.2072-2075

2019

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The Predictive Analytics Toolkit (PAT): User-friendly predictive analytics for advancing new approach methodologies (NAMs)

Computational toxicology, 2019-11, Vol.12, p.100107, Article 100107

2019

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Precaution, uncertainty and causation in environmental decisions

Environment international, 2003-04, Vol.29 (1), p.1-19

2003

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Quantifying Human Health Risks Caused by Toxoplasmosis from Open System Production of Swine

Human and ecological risk assessment, 2015-10, Vol.21 (7), p.1717-1735

2015

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Improving Risk Analysis

Cox, Louis Anthony

1. Aufl., 2013

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Consumer’s Guide to Regulatory Impact Analysis: Ten Tips for Being an Informed Policymaker

Journal of benefit-cost analysis, 2017-01, Vol.8 (2), p.187-204

2017

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Precautionary principles: a jurisdiction-free framework for decision-making under risk

Human & experimental toxicology, 2004-12, Vol.23 (12), p.579-600

2004

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Precautionary decision making: analysis and results

International journal of risk assessment and management, 2005, Vol.5 (2/3/4), p.237

2005

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Muddling-Through and Deep Learning for Managing Large-Scale Uncertain Risks

Journal of benefit-cost analysis, 2019-01, Vol.10 (2), p.226-250

Cox, Tony

2019

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AI-ML for Decision and Risk Analysis: Challenges and Opportunities for Normative Decision Theory

Quantitative Risk Analysis of Air Pollution Health Effects

Interventional probability of causation (IPoC) with epidemiological and partial mechanistic evidence: benzene vs. formaldehyde and acute myeloid leukemia (AML)

How well can carcinogenicity be predicted by high throughput “characteristics of carcinogens” mechanistic data?

The shape of low-concentration dose-response functions for benzene: implications for human health risk assessment

Concentration-Response Associations Used to Estimate Public Health Benefits of Less Pollution Are Not Valid Causal Predictive Models

Non-parametric estimation of low-concentration benzene metabolism

Quantitative health risk analysis methods: modeling the human health impacts of antibiotics used in food animals

Ambient Air Pollution and Mortality in 652 Cities

Warmer is healthier: Effects on mortality rates of changes in average fine particulate matter (PM2.5) concentrations and temperatures in 100 U.S. cities

Risk Analysis of Complex and Uncertain Systems

Causal regulations vs. political will: Why human zoonotic infections increase despite precautionary bans on animal antibiotics

Quantifying Human Health Risks from Virginiamycin Used in Chickens

Confusion over antibiotic resistance: ecological correlation is not evidence of causation

Can the Predictive Analytics Toolkit (PAT) handle a genomic data set?

Modeling the relationship between food animal health and human foodborne illness

Ambient Air Pollution and Mortality in 652 Cities

The Predictive Analytics Toolkit (PAT): User-friendly predictive analytics for advancing new approach methodologies (NAMs)

Precaution, uncertainty and causation in environmental decisions

Quantifying Human Health Risks Caused by Toxoplasmosis from Open System Production of Swine

Improving Risk Analysis

Consumer’s Guide to Regulatory Impact Analysis: Ten Tips for Being an Informed Policymaker

Precautionary principles: a jurisdiction-free framework for decision-making under risk

Precautionary decision making: analysis and results

Muddling-Through and Deep Learning for Managing Large-Scale Uncertain Risks

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