Evaluation of Spatial Paradigm for Information Retrieval and Exploration (SPIRE) Technology for Trauma Data Analysis.

Abstract

The U.S. Army Medical Research and Material Command (MRMC) has commissioned the Pacific Northwest National Laboratory to conduct research in applying visualization technologies in a variety of areas of interest to the army. This work included research in the areas of analysis and visualization of information from trauma databases and technical planning documents, exploration of various visualization concepts for analyzing data from medical sensors, reduction of language to mathematics, and technical advancement of text analysis technologies. A number of visualization tools and techniques were applied in each area. One of the major technologies used was the Spatial Paradigm for Information Retrieval and Exploration (SPIRE). SPIRE uses advanced statistics to convert free text into mathematical vectors, which can be analyzed and converted into interactive visualizations. It is designed to produce the analysis and visualizations without requiring the user to have any prior knowledge of the data. This report provides a high-level overview of the activities for the period. Separate reports have been produced for the major areas of research and are attached as appendixes.

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Document Details

Document Type
Technical Report
Publication Date
Dec 01, 1997
Accession Number
ADA359248

Entities

People

  • Augustin J. Calapristi
  • Sam N. Stevens

Organizations

  • United States Department of Energy

Tags

Communities of Interest

  • Energy and Power Technologies
  • Sensors
  • Weapons Technologies

DTIC Thesaurus Topics

  • Automated Text Summarization
  • Cognitive Science
  • Computational Linguistics
  • Computational Science
  • Data Mining
  • Databases
  • Dimensionality Reduction
  • Health Services
  • Information Processing
  • Information Retrieval
  • Information Science
  • Information Systems
  • Markov Models
  • Medical Personnel
  • Natural Language Processing
  • Network Science
  • Two Dimensional

Fields of Study

  • Computer science

Readers

  • Computational Linguistics
  • Distributed Systems and Data Platform Development
  • Technical Research and Report Writing.

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy