Machine Learning for Chronic Pain Management Optimization Within a Health Equity Framework

Abstract

Through rigorous and continuous stakeholder engagement, this study will leverage algorithmic models constructed in a robust simulation environment using the entirety of available medical record and patient-reported outcome data to evaluate multilevel and modifiable aspects of pain management inequities. Combined with patient-centered qualitative data, the study will ensure actionable findings to improve pain management effectiveness and service member readiness.

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 2022
Accession Number
AD1190475

Entities

People

  • Krista Highland

Organizations

  • Henry M. Jackson Foundation for the Advancement of Military Medicine

Tags

Communities of Interest

  • Biomedical

DTIC Thesaurus Topics

  • Biomedical Research
  • Data Sets
  • Department Of Defense
  • Electronic Mail
  • Health Services
  • Internet
  • Learning
  • Machine Learning
  • Management Personnel
  • Medical Personnel
  • Optimization
  • Organizational Structure
  • Pain
  • Pain Management
  • Patent Applications
  • Professional Development
  • Simulations
  • Technology Transfer

Fields of Study

  • Medicine

Readers

  • Neurotrauma and Rehabilitation Medicine.
  • Organizational Psychology.
  • Systems Analysis and Design

Technology Areas

  • AI & ML