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Zheng Zhou

Zheng Zhou

Affiliated with the university

 https://orcid.org/0000-0001-5020-9628

Personal profile

Research

I am passionate about:

  1. Quantify the risks to human and environment to support transparency and accountability in decision making
  2. Facilitate equity and justice in policy evaluation

I am proficient at:

Methods

  • Applied bayesian modeling 
    • Multilevel bayesian modeling
    • Programming of bayesian language
    • Probabilistic networks
  • Quantitative risk assessment
    • Dose-response modeling
    • Exposure Assessment
  • Toxicology
    • Bioaccessibility
    • Adverse Outcome Pathway
  • Causal evaluation
    • Empirical inference 

Applications (details in my CV)

  • Uncertainty characterization in non-animal methodology: causal inference with key event relationshps, chemical-agnostic calibration in quantitative adverse outcome pathways, framework to derive probabislitic human-relevant reference concentrations from high-throughput transcriptomics and cell painting data.
  • Risk assessment of inorganic arsenic: benchmark dose modeling for bladder cancer and cardiovascular diseases, exposure via food intake, population attributable fraction of risks, benefit cost analysis and decision analysis for regulating arsenic in US rice and products.

Subject classification (UKÄ)

  • Occupational Health and Environmental Health
  • Health Care Service and Management, Health Policy and Services and Health Economy
  • Health Sciences
  • Bioinformatics and Computational Biology
  • Bioinformatics (Computational Biology)
  • Probability Theory and Statistics
  • Pharmacology and Toxicology

Free keywords

  • uncertainy
  • risk
  • Bayesian
  • dose response
  • benchmark dose

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  2. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure
  3. SDG 10 - Reduced Inequalities
    SDG 10 Reduced Inequalities
  4. SDG 17 - Partnerships for the Goals
    SDG 17 Partnerships for the Goals

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Collaborations the last five years

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  • 2 Article
  • 1 Paper in conference proceeding
  • 2 Presentation