Digital Image Database with Gold Standard and Performance Metrics for Mammographic Image Analysis Research

Abstract

The Digital Database for Screening Mammography (DDSM) is an infrastructure resource for use by the mammogram image analysis research community. It consists of digitized images for screening mammogram cases, associated information and associated software tools. Approximately 2,500 cases of data are currently available for browsing on the world-wide-web. This report outlines the final state of the DDSM resource and reflects on problems encountered in the development of the resource.

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Document Details

Document Type
Technical Report
Publication Date
Aug 01, 1999
Accession Number
ADA386516

Entities

People

  • Kevin W. Bowyer

Organizations

  • University of South Florida

Tags

Communities of Interest

  • Engineered Resilient Systems

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Computer Programs
  • Computer Science
  • Data Mining
  • Databases
  • Detection
  • Digital Images
  • Electronic Mail
  • Health Services
  • Images
  • Information Science
  • Materials
  • Medical Personnel
  • Neural Networks
  • Standards
  • Websites
  • World Wide Web

Fields of Study

  • Computer science
  • Medicine
  • Physics

Readers

  • Computer Vision.
  • Geospatial Intelligence and Artificial Intelligence Analytics
  • Oncology and Biomarker-Based Cancer Detection.