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2024
Stanfield, Z., Woodrow Setzer, V. Hull, R. Sayre, K. Isaacs, AND J. Wambaugh. Characterizing Chemical Exposure Trends from NHANES Urinary Biomonitoring Data. ENVIRONMENTAL HEALTH PERSPECTIVES. National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, NC, 132(1):017009, (2024). https://doi.org/10.1289/EHP12188
Stanfield, Z., K. Favela, A. Yau, K. Phillips, A. Williams, K. Isaacs, AND J. Wambaugh. Developing Chemical Signatures for Categories of Household Consumer Products Using Suspect Screening Analysis. SOT, Salt Lake City, UT, March 10 - 14, 2024. https://doi.org/10.23645/epacomptox.25408714
Zurek-Ost, M., K. Phillips, A. Williams, A. Edelman-Munoz, S. Handa, AND K. Isaacs. ExpoPath: Identifying and Annotating Exposure Pathways from Chemical Co-occurrence Networks. SOT, Salt Lake City, UT, March 10 - 14, 2024. https://doi.org/10.23645/epacomptox.25408519
Isaacs, K. Machine Learning Approaches to Predicting Chemical Occurrence in Environmental and Biological Media. SOT, Salt Lake City, UT, March 10 - 14, 2024. https://doi.org/10.23645/epacomptox.25400143
Chang, D., J. Cowden, S. Davidson-Fritz, J. Dean, M. Devito, L. Everett, A. Harrill, S. Hester, M. Hughes, J. Lambert, L. Lizarraga, R. Mezencev, G. Patlewicz, R. Thomas, L. Wehmas, K. Vitense, S. Auerbach, W. Casey, R. Sams, S. Hunter, J. Bucher, T. Buckley, P. Egeghy, K. Paul-Friedman, J. Harrill, K. Isaacs, R. Judson, J. Kaiser, S. Masten, F. Parham, D. Petersen, A. Phillips, J. Sobus, Dan Villeneuve, P. White, A. Williams, G. Woodall, AND J. Zhao. Scientific Studies Supporting Development of Transcriptomic Points of Departure for EPA Transcriptomic Assessment Products (ETAPs). U.S. Environmental Protection Agency, Washington, DC, EPA/600/X-23/084, 2024. https://doi.org/10.23645/epacomptox.25365550
Isaacs, K., T. Wall, K. Paul-Friedman, J. Franzosa, H. Goeden, A. Williams, K. Dionisio, J. Lambert, M. Linnenbrink, A. Singh, J. Wambaugh, A. Bogdan, AND C. Greene. Screening for drinking water contaminants of concern using an automated exposure-focused workflow. Journal of Exposure Science and Environmental Epidemiology . Nature Publishing Group, London, Uk, 34:136-147, (2024). https://doi.org/10.1038/s41370-023-00552-y
Brennan, A., D. Chang, J. Cowden, S. Davidson-Fritz, J. Dean, M. Devito, J. Ford, L. Everett, A. Harrill, S. Hester, M. Hughes, J. Lambert, L. Lizarraga, R. Mezencev, D. Macmillan, G. Patlewicz, K. Thayer, R. Thomas, K. Vitense, L. Wehmas, A. Renyer, S. Auerbach, W. Casey, R. Sams, S. Hunter, W. Cascio, K. Holt, S. Jones, R. Subramaniam, G. Rice, J. Bucher, T. Buckley, P. Egeghy, K. Paul-Friedman, J. Harrill, K. Isaacs, R. Judson, J. Kaiser, S. Masten, F. Parham, D. Petersen, A. Phillips, J. Sobus, Dan Villeneuve, P. White, A. Williams, G. Woodall, AND J. Zhao. Standard Methods for Development of EPA Transcriptomic Assessment Products (ETAPs). U.S. Environmental Protection Agency, Washington, DC, EPA/600/X-23/083, 2024. https://doi.org/10.23645/epacomptox.25365496
Phillips, K., A. Chao, R. Church, K. Favela, S. Garantziotis, K. Isaacs, B. Meyer, A. Rice, R. Sayre, B. Wetmore, A. Yau, AND J. Wambaugh. Suspect Screening Analysis of Pooled Human Serum Samples Using GC × GC/TOF-MS. ACS ES&T Engineering. American Chemical Society, Washington, DC, 58(4):1802-1812, (2024). https://doi.org/10.1021/acs.est.3c05092
Stanfield, Z., R. Sayre, K. Isaacs, AND J. Wambaugh. Using NHANES to Estimate Chemical Exposures and Inform High Throughput Exposure Predictions. SOT RASS ESS ISES Combined Webinar, Virtual, NC, February 14, 2024. https://doi.org/10.23645/epacomptox.25438681
2023
Minucci, J., Tom Purucker, K. Isaacs, J. Wambaugh, AND K. Phillips. A data-driven approach to estimating occupational exposure using workplace compliance data. ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, 57(14):5947-5956, (2023). https://doi.org/10.1021/acs.est.2c08234
Sloop, J., G. Solomon, J. Casey, K. Isaacs, H. Liberatore, P. Reynolds, J. von Behren, AND S. Newton. Advanced Techniques for Identifying Novel Contaminants in Drinking Water using Non-Targeted Analysis: Method Development and Applications. CompTox CoP, Virtual, NC, July 27, 2023. https://doi.org/10.23645/epacomptox.23739546
Jacketti, M., Z. Stanfield, C. Ring, J. Wambaugh, AND K. Isaacs. Application of Metamodeling Approaches to Improve Cohort-Specific High-Throughput Exposure Predictions. ISES, Chicago, IL, August 28 - 31, 2023. https://doi.org/10.23645/epacomptox.24030021
Ring, C., P. Kruse, J. Wambaugh, AND K. Isaacs. Characterizing Pathways of Exposure for Risk-Based Chemical Prioritization (ISES 2023). ISES, Chicago, IL, August 27 - 31, 2023. https://doi.org/10.23645/epacomptox.23968899
Ring, C., P. Kruse, J. Wambaugh, AND K. Isaacs. Characterizing pathways of exposure for risk-based chemical prioritization. SOT, Nashville, TN, March 19 - 23, 2023. https://doi.org/10.23645/epacomptox.22266229
Buckley, T., P. Egeghy, K. Isaacs, A. Richard, C. Ring, R. Sayre, J. Sobus, R. Thomas, E. Ulrich, J. Wambaugh, AND A. Williams. Cutting-edge computational chemical exposure research at the U.S. Environmental Protection Agency. ENVIRONMENT INTERNATIONAL. Elsevier B.V., Amsterdam, Netherlands, 178:108097, (2023). https://doi.org/10.1016/j.envint.2023.108097
Stanfield, Z., K. Favela, A. Yau, K. Phillips, A. Williams, K. Isaacs, AND J. Wambaugh. Developing Chemical Signatures for 5 Categories of Household Products Using Non-Targeted Analysis. ISES, Chicago, IL, August 27 - 31, 2023. https://doi.org/10.23645/epacomptox.24018549
Handa, S., K. Baron-Furuyama, K. Phillips, T. Wall, Beth Horton, C. Lutz, A. Larger, K. Isaacs, AND C. Elonen. Development of the Public-Facing ChemExpo Knowledgebase Web Application to Support Delivery of Chemical Use and Consumer Product Data. SOT, Nashville, TN, March 19 - 23, 2023. https://doi.org/10.23645/epacomptox.22552882
Handa, S., K. Baron-Furuyama, K. Phillips, T. Wall, B. Horton, C. Lutz, A. Larger, K. Isaacs, AND C. Elonen. Development of the Public-Facing ChemExpo Knowledgebase Web Application to Support Delivery of Chemical Use and Consumer Product Data (NC Symposium). NC Symposium on Life/Data Sciences, Precision Medicine/Environmental Health, RTP, NC, May 08, 2023. https://doi.org/10.23645/epacomptox.22552882
Handa, S., K. Baron-Furuyama, K. Phillips, T. Wall, M. Horton, C. Lutz, A. Larger, K. Isaacs, AND C. Elonen. Development of the Public-Facing ChemExpo Knowledgebase Web Application to Support Delivery of Chemical Use and Consumer Product Data (SOT 2023). SOT, Nashville, TN, March 19 - 23, 2023. https://doi.org/10.23645/epacomptox.22277692
Isaacs, K., S. Handa, AND K. Phillips. EPA Tools and Resources Webinar: Introducing EPA’s Chemical Exposure Knowledgebase. EPA Tools and Resources Webinar, RTP, NC, December 07, 2023. https://doi.org/10.23645/epacomptox.24970170
Isaacs, K., C. Ring, K. Phillips, AND J. Wambaugh. EPA’s ExpoCast Project: Advancing Chemical Evaluation with New Approach Methods for Exposure. Chemical Exposures Subcommittee (ChEx) of the Presidents Task Force on Environmental Health Risk's and Safety Risks to Children, Washington, DC, October 19, 2023. https://doi.org/10.23645/epacomptox.24415522
Isaacs, K., J. Sobus, C. Ring, J. Wambaugh, AND K. Phillips. Encoding Exposure Pathways as Hierarchical Binary Descriptors for Chemical Source Identification in Non-Targeted Analysis. SOT, Nashville, TN, March 19 - 23, 2023. https://doi.org/10.23645/epacomptox.22272214
Isaacs, K. Evaluation and Refinement of Quantitative-Structure Use Relationship Models for Informing High-Throughput Exposure Prediction. EPA/ACI Meeting, Washington, DC, June 14, 2023. https://doi.org/10.23645/epacomptox.23527992
Isaacs, K., C. Ring, AND L. Li. Everything Everywhere All at Once: Characterizing Complex Chemical Exposure Pathways Using Computational Modeling. ISES, Chicago, IL, August 27 - 31, 2023.
Isaacs, K., J. Sobus, S. Newton, J. Sloop, AND K. Phillips. Exposure pathway forensics for chemical source identification in non-targeted analysis. ISES, Chicago, IL, August 27 - 31, 2023. https://doi.org/10.23645/epacomptox.24001947
Breen, M., Z. Stanfield, K. Isaacs, V. Hull, J. Arnot, A. Sangion, M. Linakis, S. Davidson, C. Ring, M. Sfeir, AND J. Wambaugh. Human Exposure Prioritization using High-Throughput Toxicokinetics and Inferences for Volatile, Semi-volatile, and Non-volatile Environmental Chemicals. SOT, Nashville, TN, March 19 - 23, 2023. https://doi.org/10.23645/epacomptox.22211875
Isaacs, K. Identification and Prioritization of Chemical Co-Exposures using Consumer Purchase Data . First International Consumer Purchase Data Symposium, Copenhagen, DENMARK, September 27, 2023. https://doi.org/10.23645/epacomptox.24231364
Handa, S., K. Phillips, AND K. Isaacs. Introducing EPA’s Chemical Exposure Knowledgebase. American Cleaning Institute / EPA CompTox CoP, Virtual, NC, September 27 - 28, 2023. https://doi.org/10.23645/epacomptox.24759867
Handa, S., K. Baron-Furuyama, K. Phillips, T. Wall, M. Horton, C. Lutz, A. Larger, K. Isaacs, AND C. Elonen. Introducing the Public-Facing ChemExpo Knowledgebase Web Application Supporting Delivery of Chemical Use and Consumer Product Data to Inform Exposure Assessment. ISES, Chicago, IL, August 27 - 31, 2023. https://doi.org/10.23645/epacomptox.24001557
Newton, S., J. Sloop, G. Solomon, G. Solomon, J. Casey, K. Isaacs, H. Liberatore, P. Reynolds, AND J. von Behren. NTA Survey of California Drinking Water using Point-Of-Use Filters. ICNTS, Erding, N/A, GERMANY, October 16 - 19, 2023. https://doi.org/10.23645/epacomptox.24279436
Jacketti, M., R. Dodson, R. Rudel, J. Wambaugh, Woody Setzer, AND K. Isaacs. Predicting Indoor Air and Dust Concentrations and Interpreting Measured Urinary Biomarkers. SOT, Nashville, TN, March 19 - 23, 2023. https://doi.org/10.23645/epacomptox.22285627
Egeghy, P., A. Ahrens, J. Arnot, R. Becker, M. Bonnelll, S. Collins, P. DeLeo, M. Embry, T. Gouin, K. Isaacs, E. Jensen, AND R. Zaleski. Quantitative Structure Use Relationships (QSURs) Technical Summit Highlights. ISES, Chicago, IL, August 27 - 31, 2023. https://doi.org/10.23645/epacomptox.24034035
Isaacs, K. AND C. Greene. Screening Chemicals for Drinking Water Contaminants of Emerging Concern Using an Exposure-Focused Workflow. FSTRAC, Virtual, NC, September 21, 2023. https://doi.org/10.23645/epacomptox.24135327
Isaacs, K. The Chemical Landscape of High-Throughput New Approach Methodologies for Exposure? Health Canada MARS Workgroup Meeting, Virtual, NC, April 19, 2023. https://doi.org/10.23645/epacomptox.22654249
Phillips, K. AND K. Isaacs. The Landscape of Exposure NAMs: Evaluation and Refinement of Quantitative Structure-Use Relationship (QSUR 2023). APCRA, Virtual, NC, December 07, 2023. https://doi.org/10.23645/epacomptox.24970293
Phillips, K. AND K. Isaacs. The Landscape of Exposure NAMs: Evaluation and Refinement of Quantitative Structure-Use Relationship (QSUR) Models. APCRA, Helsinki, FINLAND, April 26 - 27, 2023. https://doi.org/10.23645/epacomptox.22647331
Phillips, K., V. Hull, S. Handa, AND K. Isaacs. Using EPA’s ChemExpo Tool to Build Updated Quantitative Structure-Use Relationship (QSUR) Models. ISES, Chicago, IL, August 27 - 31, 2023. https://doi.org/10.23645/epacomptox.24029985
2022
Wambaugh, J., K. Paul-Friedman, A. Harrill, K. Isaacs, T. Buckley, J. Cowden, C. Deisenroth, M. Devito, P. Egeghy, J. Harrill, S. Hunter, R. Judson, A. Richard, C. Ring, R. Sayre, Amar V. Singh, J. Sobus, E. Ulrich, B. Wetmore, A. Williams, AND R. Thomas. A Vision for Next Generation Risk Assessment at the U.S. Environmental Protection Agency. RISK-HUNT3R Face-to-Face Kickoff Meeting, Egmond aan Zee, NETHERLANDS, July 05 - 07, 2022. https://doi.org/10.23645/epacomptox.20498850
Isaacs, K., J. Wall, A. Williams, K. Hobbie, J. Sobus, E. Ulrich, D. Lyons, K. Dionisio, A. Williams, C. Grulke, C. Foster, J. McCoy, AND C. Bevington. A harmonized chemical monitoring database for support of exposure assessments. Scientific Data. Springer Nature, New York, NY, 9:314, (2022). https://doi.org/10.1038/s41597-022-01365-8
Langstaff, J., G. Glen, C. Holder, S. Graham, AND K. Isaacs. A sensitivity analysis of a human exposure model using the Sobol method. Stochastic Environmental Research and Risk Assessment . Springer-Verlag, BERLIN-HEIDELBERG, Germany, 36:3945-3960, (2022). https://doi.org/10.1007/s00477-022-02238-7
Isaacs, K. Advances in Exposure Science and the Improved Characterization of Combined Exposures. Society of Toxicology, San Diego, CA, March 27 - 31, 2022. https://doi.org/10.23645/epacomptox.19404371
El-Masri, H., K. Paul-Friedman, K. Isaacs, AND B. Wetmore. Advances in computational methods along the exposure to toxicological response paradigm. TOXICOLOGY AND APPLIED PHARMACOLOGY. Academic Press Incorporated, Orlando, FL, 450:116141, (2022). https://doi.org/10.1016/j.taap.2022.116141
Stanfield, Z., R. Setzer, V. Hull, R. Sayre, K. Isaacs, AND J. Wambaugh. Bayesian inference of chemical exposures from NHANES urine biomonitoring data. Journal of Exposure Science and Environmental Epidemiology . Nature Publishing Group, London, Uk, 32:833-846, (2022). https://doi.org/10.1038/s41370-022-00459-0
Stanfield, Z., Woodrow Setzer, V. Hull, R. Sayre, K. Isaacs, AND J. Wambaugh. Characterizing Exposure Trends from NHANES Urinary Biomonitoring Data. Society of Toxicology, San Diego, CA, March 27 - 31, 2022. https://doi.org/10.23645/epacomptox.19384004
Isaacs, K., K. Phillips, AND K. Dionisio. Collection and Curation of Chemical Use Data in EPA’s Chemicals and Products Database (QSUR Summit presentation). QSUR Summit, Raleigh, NC, November 02 - 04, 2022. https://doi.org/10.23645/epacomptox.21445074
Buckley, T., A. Biales, P. Egeghy, A. Richard, J. Sobus, E. Ulrich, K. Isaacs, J. Wambaugh, C. Ring, R. Sayre, Tom Purucker, A. Williams, AND R. Thomas. Defining the Cutting-Edge to the US EPA's Computational Exposure Science. ISES, Lisbon, PORTUGAL, September 25 - 29, 2022. https://doi.org/10.23645/epacomptox.21121363
Wambaugh, J., C. Ring, AND K. Isaacs. EPA’s Systematic Empirical Evaluation of Models (SEEM) Framework. Quantitative Structure-Use Relationship (QSUR) Model Summit, Raleigh, NC, November 02 - 04, 2022. https://doi.org/10.23645/epacomptox.21430464
Koval, L., K. Dionisio, K. Friedman, K. Isaacs, AND J. Rager. Environmental mixtures and breast cancer: identifying co-exposure patterns between understudied vs breast cancer-associated chemicals using chemical inventory informatics. Journal of Exposure Science and Environmental Epidemiology . Nature Publishing Group, London, Uk, 32:794-807, (2022). https://doi.org/10.1038/s41370-022-00451-8
Phillips, K. AND K. Isaacs. Evaluation and Refinement of QSUR Models. APCRA, Virtual, NC, November 10, 2022. https://doi.org/10.23645/epacomptox.21554490
Isaacs, K. Harmonized Functional Use Data Curated in Factotum from the September 2022 Update to CompTox Chemicals Dashboard. U.S. Environmental Protection Agency, Washington, DC, 2022. https://doi.org/10.23645/epacomptox.20422176
Breen, M., Z. Stanfield, K. Isaacs, V. Hull, J. Arnot, A. Sangion, M. Linakis, S. Davidson, J. Wambaugh, AND M. Sfeir. High-Throughput Toxicokinetics Exposure Inference for Environmental Organic Chemicals. Society of Toxicology, San Diego, CA, March 27 - 31, 2022. https://doi.org/10.23645/epacomptox.19333439
Isaacs, K., J. Wambaugh, K. Phillips, AND P. Egeghy. Introduction to Quantitative Structure-Use Relationships: Informing Exposure Estimation (QSUR Summit Presentation). QSUR Summit, Raleigh, NC, November 02 - 04, 2022. https://doi.org/10.23645/epacomptox.21437685
Lowe, C., K. Isaacs, A. McEachran, C. Grulke, J. Sobus, E. Ulrich, A. Richard, A. Chao, J. Wambaugh, AND A. Williams. Predicting Compound Amenability with Liquid Chromatography Mass Spectrometry to Improve Non-Targeted Analysis. NTA Focused Topic Meeting (SETAC), Durham, NC, May 22 - 26, 2022. https://doi.org/10.23645/epacomptox.19765663
Lowe, C., K. Isaacs, A. McEachran, C. Grulke, J. Sobus, E. Ulrich, A. Richard, A. Chao, J. Wambaugh, AND A. Williams. Predicting Compound Amenability with Liquid Chromatography Mass Spectrometry to Improve Non-targeted Analysis (Tropsha). UNC Tropsha, Chapel Hill, North Carolina, February 11, 2022. https://doi.org/10.23645/epacomptox.19149770
Suppiger, M., S. Oginah, B. Zhao, P. Fantke, J. Colacino, AND K. Isaacs. Predicting Freshwater Ecotoxicological Concentrations for Chemicals in Household Products Using Linear Regression and Random Forest. Society of Toxicology, San Diego, CA, March 27 - 31, 2022. https://doi.org/10.23645/epacomptox.19450010
Eddy, L., K. Phillips, C. Ring, J. Sobus, E. Ulrich, AND K. Isaacs. Predictive Models for Chemical Occurrence in Environmental and Biological Media. Society of Toxicology, San Diego, CA, March 27 - 31, 2022. https://doi.org/10.23645/epacomptox.19404179
Lowe, C., K. Phillips, J. Sobus, A. Yau, K. Favela, A. Pfirrman, J. Wambaugh, A. Williams, AND K. Isaacs. Suspect Screening Analysis of Recycled Consumer Products. SETAC NTA, Durham, NC, May 22 - 26, 2022. https://doi.org/10.23645/epacomptox.19763467
Isaacs, K., P. Egeghy, K. Dionisio, K. Phillips, A. Zidek, C. Ring, J. Sobus, E. Ulrich, B. Wetmore, A. Williams, AND J. Wambaugh. The Chemical Landscape of High-Throughput New Approach Methodologies for Exposure: Case Study Closeout. APCRA, Virtual, NC, November 10, 2022. https://doi.org/10.23645/epacomptox.21554454
Isaacs, K., P. Egeghy, K. Dionisio, K. Phillips, A. Zidek, C. Ring, J. Sobus, E. Ulrich, B. Wetmore, A. Williams, AND J. Wambaugh. The chemical landscape of high-throughput new approach methodologies for exposure. Journal of Exposure Science and Environmental Epidemiology . Nature Publishing Group, London, Uk, 32:820-832, (2022). https://doi.org/10.1038/s41370-022-00496-9
Ring, C., K. Phillips, J. Wambaugh, AND K. Isaacs. US EPA’s ExpoCast program: New approach methodologies for exposure (ACTRA). Australasian College of Toxicology & Risk Assessment, Melbourne, N/A, AUSTRALIA, August 24 - 25, 2022. https://doi.org/10.23645/epacomptox.20432043
Ring, C., K. Paul-Friedman, K. Isaacs, AND J. Wambaugh. Utility of NAMs for risk-based prioritization. Society of Toxicology 61st Annual Meeting and ToxExpo 2022, San Diego, CA, March 27 - 31, 2022. https://doi.org/10.23645/epacomptox.19403849
2021
Panagopoulos Abrahamsson, D., J. Sobus, E. Ulrich, K. Isaacs, C. Moschet, T. Young, D. Bennett, AND N. Tulve. A quest to identify suitable organic tracers for estimating children’s dust ingestion rates. Journal of Exposure Science and Environmental Epidemiology . Nature Publishing Group, London, Uk, 31:70–81, (2021). https://doi.org/10.1038/s41370-020-0244-0
East, A., K. Isaacs, AND Dan Vallero. Application of the Residential Population Generator (RPGen) in prediction of Exposure Outcomes for Owners and Renters from Consumer Products using the Combined Human Exposure Model (CHEM). International Society of Exposure Science (ISES) Virtual Conference, Virtual, NC, August 30 - September 02, 2021. https://doi.org/10.23645/epacomptox.16632319
Seltzer, K., E. Pennington, V. Rao, B. Murphy, M. Strum, K. Isaacs, AND H. Pye. Atmospheric Chemistry and Physics Peer-Review: Reactive Organic Carbon Emissions from Volatile Chemical Products. Atmospheric Chemistry and Physics. Copernicus Publications, Katlenburg-Lindau, Germany, 21(6):5079-5100, (2021).
Stanfield, Z., V. Hull, R. Sayre, Woodrow Setzer, K. Isaacs, AND J. Wambaugh. Bayesian Inference of Chemical Exposures from NHANES Urinary Biomonitoring Data (SOT 2021). Society of Toxicology 2021 Virtual Annual meeting, Virtual, NC, March 12 - 26, 2021. https://doi.org/10.23645/epacomptox.14474088
Stanfield, Z., V. Hull, R. Sayre, Woodrow Setzer, K. Isaacs, AND J. Wambaugh. Characterizing Exposure Trends from NHANES Urinary Biomonitoring Data. International Society of Exposure Science (ISES) Virtual Conference, Virtual, NC, August 30 - September 02, 2021. https://doi.org/10.23645/epacomptox.16645831
Lowe, C., K. Phillips, J. Sobus, A. Yau, K. Favela, A. Pfirrman, J. Wambaugh, J. Wambaugh, A. Williams, AND K. Isaacs. Chemical Characterization of Recycled Consumer Products Using Suspect Screening Analysis. Consumer Product Safety Commission Webinar, Virtual, Virtual, September 09, 2021. https://doi.org/10.23645/epacomptox.16591574
Lowe, C., K. Phillips, K. Favela, A. Yau, J. Wambaugh, J. Sobus, A. Williams, A. Jackson, AND K. Isaacs. Chemical Characterization of Recycled Consumer Products Using Suspect Screening Analysis (Environmental Science and Technology). ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, 55(16):11375-11387, (2021). https://doi.org/10.1021/acs.est.1c01907
Sayre, R., J. Arnot, P. Fantke, K. Isaacs, M. Serre, AND J. Wambaugh. Concentration estimates for thousands of organic chemicals in surface water using Bayesian consensus modeling. Society of Environmental Toxicology and Chemistry (SETAC) Meeting, Virtual, OR, November 14 - 18, 2021.
Tornero-Velez, R., K. Isaacs, K. Dionisio, S. Prince, H. Laws, M. Nye, P. Price, AND T. Buckley. Data Mining Approaches for Assessing Chemical Coexposures Using Consumer Product Purchase Data. RISK ANALYSIS. Blackwell Publishing, Malden, MA, 41(9):1716-1735, (2021). https://doi.org/10.1111/risa.13650
Hull, V., L. Eddy, K. Phillips, AND K. Isaacs. Evaluation and Refinement of Quantitative Structure-Use Relationship (QSUR) Models for Chemical Function (ISES 2021). International Society for Exposure Science (ISES) 2021 Virtual Meeting, Virtual, Virtual, August 30 - September 02, 2021. https://doi.org/10.23645/epacomptox.17909576
Isaacs, K. AND K. Phillips. Expanded chemical use data, including data on occupational use of chemicals. U.S. Environmental Protection Agency, Washington, DC.
Handa, S., T. Wall, K. Isaacs, A. Larger, B. Horton, D. Lyons, AND K. Dionisio. Expansion and Refinement of Chemical Use Data for Characterizing Exposure Pathways. Society of Toxicology Annual Meeting, Virtual, N/A, N/A, March 12 - 26, 2021. https://doi.org/10.23645/epacomptox.15075087
Isaacs, K. Filling Gaps in Exposure Data from Chemical Descriptors with Machine Learning. Society of Toxicology 2021 Virtual Annual Meeting, Virtual, N/A, March 12 - 26, 2021. https://doi.org/10.23645/epacomptox.17846399
Minucci, J., Tom Purucker, K. Isaacs, J. Wambaugh, AND K. Phillips. High throughput occupational exposure estimation using workplace compliance data and Bayesian hierarchical modeling. International Society of Exposure Science, Durham, NC, August 30 - September 02, 2021.
Breen, M., C. Ring, Z. Stanfield, K. Isaacs, V. Hull, J. Arnot, A. Sangion, M. Linakis, Mark A. Sfeir, AND J. Wambaugh. High-Throughput Toxicokinetics Exposure Inference for Environmental Chemicals. Society of Toxicology 2021 Virtual Annual meeting, RTP, NC, March 12 - 26, 2021. https://doi.org/10.23645/epacomptox.14466381
Phillips, K. AND K. Isaacs. High-throughput Occupational Exposure Efforts at U.S. EPA. HESI Exposure Science Exchange Network Presentation, Virtual, NC, January 22, 2021. https://doi.org/10.23645/epacomptox.13624103
Isaacs, K. Implementing a Workflow for Exposure Screening of Drinking Water Contaminants of Concern. ORD Chemical Safety for Sustainability Board of Scientific Counselors Meeting, Virtual, NC, February 02 - 05, 2021. https://doi.org/10.23645/epacomptox.13826543
Wall, J., T. Wall, S. Burns, K. Phillips, K. Dionisio, V. Hull, AND K. Isaacs. Informatics-Based Approaches for Collecting and Curating Consumer Product Data for Exposure Assessments. SOT Annual Conference, Virtual, N/A, N/A, March 15 - 19, 2021. https://doi.org/10.23645/epacomptox.14681118
Isaacs, K. Integration of Exposure NAMs to identify contaminants of emerging concern: A case study with the Minnesota Department of Health (APCRA 6). Accelerating the Pace of Chemical Risk Assessment (APCRA) 6, NA, Virtual, October 14 - 15, 2021. https://doi.org/10.23645/epacomptox.16821064
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
Isaacs, K. AND Z. Stanfield. Mining Potential Chemical Co-exposures from Consumer Product Purchasing and Ingredient Data. ICCVAM Community of Practice Annual Webinar: Non-animal Approaches for Mixtures Assessment, Durham, North Carolina, January 26, 2021. https://doi.org/10.23645/epacomptox.13906622
Stanfield, Z. AND K. Isaacs. Mining Potential Chemical Co-exposures from Consumer Product Purchasing and Ingredient Data (CompTox CofP). EPA’s Computational Toxicology Community of Practice Webinar, RTP, NC, August 26, 2021. https://doi.org/10.23645/epacomptox.16587305
Stanfield, Z., C. Addington, K. Dionisio, D. Lyons, R. Tornero-Velez, K. Phillips, T. Buckley, AND K. Isaacs. Mining of Consumer Product Ingredient and Purchasing Data to Identify Potential Chemical Coexposures. ENVIRONMENTAL HEALTH PERSPECTIVES. National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, NC, 129(6):N/A, (2021). https://doi.org/10.1289/EHP8610
Isaacs, K. AND J. Wambaugh. Modeling Exposure to Chemicals in Indoor Air. National Academies of Sciences Workshop: Emerging Science on Indoor Chemistry and Implications: An information Gathering Workshop, Virtual, Washington, DC, April 05, 2021. https://doi.org/10.23645/epacomptox.17741114
Langlois-Miller, C., H. Al-Ghoul, L. Groff, K. Isaacs, E. Ulrich, S. Laughlin, H. Liberatore, C. Lowe, J. McCord, J. Minucci, K. Phillips, Tom Purucker, R. Singh, M. Strynar, A. Marcotte, C. Grulke, J. Grossman, A. McEachran, AND K. Mansouri. OLEM Perspective on Non-Targeted Analysis for Emergency Response. Board of Scientific Counselors (BOSC) Webinar, Virtual, N/A, November 04, 2021. https://doi.org/10.23645/epacomptox.16918747
Phillips, K., Paul S Price, AND K. Isaacs. Possible Future Applications of Emerging Concepts (OECD). Organisation for Economic Co-operation and Development (OECD) 5th Meeting of Working Party on Exposure Assessment, NA (Virtual), June 28 - 29, 2021. https://doi.org/10.23645/epacomptox.17311766
Isaacs, K., Z. Stanfield, K. Dionisio, R. Tornero-Velez, AND T. Buckley. Potential Demographic Differences in Chemical Exposure Derived from Purchasing and Consumer Ingredient Data Streams (ISES 2021). International Society for Exposure Science 2021 Virtual Meeting, Virtual, Virtual, August 30 - September 02, 2021. https://doi.org/10.23645/epacomptox.17429906
Eddy, L., K. Phillips, J. Sobus, E. Ulrich, AND K. Isaacs. Predicting Chemical Occurrence in Environmental and Biological Media [ISES abstract]. International Society for Exposure Science 2021 Virtual Meeting, Virtual, Virtual, August 30 - September 02, 2021. https://doi.org/10.23645/epacomptox.15151947
Lowe, C., K. Isaacs, A. McEachran, Chris Grulke, J. Sobus, E. Ulrich, A. Chao, AND A. Williams. Predicting Chromatography-tandem Mass Spectrometry Amenability to Improve Non-targeted Analysis (Agilent). Agilent Online Webinar, Virtual, NC, February 26, 2021. https://doi.org/10.23645/epacomptox.14188553
Lowe, C., K. Isaacs, A. McEachran, Chris Grulke, J. Sobus, E. Ulrich, A. Richard, A. Chao, J. Wambaugh, AND A. Williams. Predicting Compound Amenability with Liquid Chromatography Mass Spectrometry to Improve Non-targeted Analysis. American Chemical Society (ACS) Fall 2021 National Meeting, Virtual, NC, August 22 - 26, 2021. https://doi.org/10.23645/epacomptox.15411699
Lowe, C., K. Isaacs, A. McEachran, Chris Grulke, J. Sobus, E. Ulrich, A. Richard, A. Chao, J. Wambaugh, AND A. Williams. Predicting Compound Amenability with Liquid Chromatography Mass Spectrometry to Improve Non-targeted Analysis (QSAR 2021). QSAR 2021 International Workshop on QSAR in Environmental and Health Sciences, Virtual, NC, June 07 - 10, 2021. https://doi.org/10.23645/epacomptox.15078534
Lowe, C., K. Isaacs, A. McEachran, C. Grulke, J. Sobus, E. Ulrich, A. Richard, A. Chao, J. Wambaugh, AND A. Williams. Predicting compound amenability with liquid chromatography-mass spectrometry to improve non-targeted analysis. Analytical and Bioanalytical Chemistry. Springer, New York, NY, 413(30):7495-7508, (2021). https://doi.org/10.1007/s00216-021-03713-w
Isaacs, K. Prediction of Population Exposures to Chemicals in the Indoor Residential Environment. Society of Toxicology Virtual 2021 Annual Meeting, Virtual, NC, March 12 - 26, 2021. https://doi.org/10.23645/epacomptox.17130086
Wall, J., C. Greene, H. Goeden, A. Williams, J. Franzosa, J. Wambaugh, Amar V. Singh, M. Linnenbrink, J. Lambert, AND K. Isaacs. Screening for Contaminants of Concern in Surface Water Using an Automated Exposure-Focused Workflow. Society of Environmental Toxicology and Chemistry (SETAC) Meeting November 2021, Portland (Virtual), Oregon (Virtual), November 14 - 18, 2021. https://doi.org/10.23645/epacomptox.17331743
East, A., K. Dionisio, K. Isaacs, P. Price, S. Brady, S. Brady, Dan Vallero, T. Hong, J. Levasseur, AND A. Varghese. The Product Use Scheduler: A Component in the Combined Human Exposure Model. 2021 ISES Annual Meeting (Virtual), Durham, North Carolina, August 30 - September 02, 2021. https://doi.org/10.23645/epacomptox.15157482
East, A., P. Price, K. Dionisio, K. Isaacs, Jeff Hollister, D. Dawson, E. Hubal, R. Tornero-Velez, K. Phillips, G. Glen, H. Hubbard, J. Levasseur, J. Luh, AND A. Fisher. The Residential Population Generator (RPGen): A tool for creating internally consistent populations and households. 2021 ISES Annual Meeting (Virtual), Durham, North Carolina, August 30 - September 02, 2021. https://doi.org/10.23645/epacomptox.15157605
East, A., D. Dawson, G. Glen, K. Isaacs, K. Dionisio, P. Price, E. Hubal, AND Dan Vallero. The Residential Population Generator (RPGen): Parameterization of Residential, Demographic, and Physiological Data to Model Intraindividual Exposure, Dose, and Risk. Toxics. MDPI, Basel, Switzerland, 9(11):303, (2021). https://doi.org/10.3390/toxics9110303
East, A., S. Brady, K. Isaacs, AND Dan Vallero. The role of the Product Use Scheduler (PUS) in determining Product Use Categories (PUCs) for Owners and Renters in the Combined Human Exposure Model (CHEM). International Society of Exposure Science (ISES) Virtual Conference, Virtual, NC, August 30 - September 02, 2021. https://doi.org/10.23645/epacomptox.16632271
Ring, C., J. Wambaugh, AND K. Isaacs. US EPA’s ExpoCast program: New approach methodologies for exposure. Toxicology Forum Summer 2021 Virtual Meeting, Virtual, NC, July 29, 2021. https://doi.org/10.23645/epacomptox.16754728