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Laying the Groundwork for High-Throughput Occupational Exposure Modeling: Data and Models (CompTox Community of Practice Meeting)
Citation:
Phillips, K., J. Minucci, Tom Purucker, K. Isaacs, AND J. Wambaugh. Laying the Groundwork for High-Throughput Occupational Exposure Modeling: Data and Models (CompTox Community of Practice Meeting). US EPA CCTE CompTox Communities of Practice Webinar, RTP, NC, February 25, 2021. https://doi.org/10.23645/epacomptox.17118836
Impact/Purpose:
Presentation to the EPA's CompTox Community of Practice meeting February 2021. This work provides an overview of efforts to predict exposure to workers in various occupations. We describe adaptations of existing occupational models for use in high-throughput situations. In addition, we also describe efforts to collect and assemble publicly-available measured air samples from various workplaces into a singe data set. We also describe how this data set has been used to construct models which predict both the likelihood that a chemical would be detected in a workplace as well as the concentration that the chemical would likely be detected at.
Description:
This work provides an overview of efforts to predict exposure to workers in various occupations. We describe adaptations of existing occupational models for use in high-throughput situations. In addition, we also describe efforts to collect and assemble publicly-available measured air samples from various workplaces into a singe data set. We also describe how this data set has been used to construct models which predict both the likelihood that a chemical would be detected in a workplace as well as the concentration that the chemical would likely be detected at.
URLs/Downloads:
DOI: Laying the Groundwork for High-Throughput Occupational Exposure Modeling: Data and Models (CompTox Community of Practice Meeting)
COMPTOX_COP_0221_OCCUPATIONAL_EXPOSURE.PDF (PDF, NA pp, 1949.629 KB, about PDF)