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2023 APS Annual Convention · 2023

The Biology of Military Exposures and Aging: Connecting the Dots with Natural Language Processing

Washington, DC · May 2023

Poster · Cross Cutting Theme Poster: Leveraging Computer Science and Technology in Psychological Science

  • Immanuel Samuel
    Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, MD
  • Immanuel Samuel
    Complex Exposure Threats Center of Excellence (CETCE), Department of Veterans Affairs, Washington, DC
  • Immanuel Samuel
    War Related Illness and Injury Study Center (WRIISC), Department of Veterans Affairs, Washington, DC
  • Thomas Chacko
    Complex Exposures Threats Center, Department of Veterans Affairs, Washington, DC, 20420
  • Thomas Chacko
    Center for Clinical Systems Biology, Rochester General Hospital, Rochester, NY, USA
  • Kamila Pollin
    War Related Illness and Injury Study Center (WRIISC), Department of Veterans Affairs, Washington, DC
  • Kamila Pollin
    Complex Exposure Threats Center of Excellence (CETCE), Department of Veterans Affairs, Washington, DC
  • Calvin Lu
    War Related Illness and Injury Study Center (WRIISC), Department of Veterans Affairs, Washington, DC, 20420
  • Calvin Lu
    Complex Exposures Threats Center, Department of Veterans Affairs, Washington, DC, 20420
  • Ryan Brewster
    War Related Illness and Injury Study Center (WRIISC), Department of Veterans Affairs, Washington, DC
  • Ryan Brewster
    Complex Exposure Threats Center of Excellence (CETCE), Department of Veterans Affairs, Washington, DC
  • John Barrett
    Complex Exposures Threats Center, Department of Veterans Affairs, Washington, DC, 20420
  • John Barrett
    War Related Illness and Injury Study Center (WRIISC), Department of Veterans Affairs, Washington, DC, 20420
  • Matthew Reinhard
    War Related Illness and Injury Study Center (WRIISC), Department of Veterans Affairs, Washington, DC
  • Matthew Reinhard
    Complex Exposure Threats Center of Excellence (CETCE), Department of Veterans Affairs, Washington, DC
  • Michelle Costanzo
    Complex Exposure Threats Center of Excellence (CETCE), Department of Veterans Affairs, Washington, DC
  • Michelle Costanzo
    War Related Illness and Injury Study Center (WRIISC), Department of Veterans Affairs, Washington, DC
  • Gordon Broderick
    Complex Exposures Threats Center, Department of Veterans Affairs, Washington, DC, 20420
  • Gordon Broderick
    Center for Clinical Systems Biology, Rochester General Hospital, Rochester, NY, USA

Abstract

Natural language processing (NLP) enables large-scale extraction of expert-informed interpretations of clinical and experimental observations. We leverage this technology to survey and represent as a cause-and-effect network our current understanding of biological mechanisms linking complex military exposures to accelerated biological aging, which includes the exacerbating impact of cumulative military exposures.

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