Share Email Print
cover

Proceedings Paper

Biomedical information from a national collection of spine x-rays: film to content-based retrieval
Author(s): L. Rodney Long; Sameer Antani; Dah-Jye Lee; Daniel M. Krainak; George R. Thoma
Format Member Price Non-Member Price
PDF $14.40 $18.00
cover GOOD NEWS! Your organization subscribes to the SPIE Digital Library. You may be able to download this paper for free. Check Access

Paper Abstract

We summarize research and development for the extraction and distribution of biomedical information from a collection of 17,000 spine x-ray images collected by the second National Health and Nutrition Examination Survey (NHANES II). We present a history of the technical milestones of this work, including the data collection as film, digitization, quality control, archiving technology, database organization, medical expert content evaluation, and Web data distribution. We conclude by presenting our current work in content-based image retrieval (CBIR) to exploit the information content of these images directly by using image processing. We provide an overview and current research results from this CBIR work, which includes: extensive segmentation research, focusing on Active Shape Modeling and Active Contour methods; alternative techniques for shape representation, including invariant moments, simple polygon approximation, and Fourier descriptors; neural network classification of shapes into biomedical categories, such as “anterior osteophytes present/not present”; and the implementation of a prototype CBIR system for the vertebrae that supports hybrid text/image queries using MATLAB and the MySQL relational database system.

Paper Details

Date Published: 19 May 2003
PDF: 15 pages
Proc. SPIE 5033, Medical Imaging 2003: PACS and Integrated Medical Information Systems: Design and Evaluation, (19 May 2003); doi: 10.1117/12.487798
Show Author Affiliations
L. Rodney Long, National Library of Medicine (United States)
Sameer Antani, National Library of Medicine (United States)
Dah-Jye Lee, Brigham Young Univ. (United States)
Daniel M. Krainak, Northwestern Univ. (United States)
George R. Thoma, National Library of Medicine (United States)


Published in SPIE Proceedings Vol. 5033:
Medical Imaging 2003: PACS and Integrated Medical Information Systems: Design and Evaluation
H. K. Huang; Osman M. Ratib, Editor(s)

© SPIE. Terms of Use
Back to Top