Target apex-seeking in factor analysis of medical image sequences

Phys Med Biol. 1993 Jan;38(1):123-38. doi: 10.1088/0031-9155/38/1/009.

Abstract

The aim of factor analysis of medical image sequences (FAMIS) is to estimate a limited number of physical or physiological fundamental functions. Its oblique rotation stage strongly affects the quality and the interpretation of the resulting estimates (factors and factor images). A new target apex-seeking method which integrates physical or physiological knowledge in this stage is described. This knowledge concerns some of the fundamental functions and reacts on the determination of all the factors. A simulated spectral study illustrates the method. We discuss its properties in comparison with the other approaches using a priori physical or physiological information.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Computer Simulation
  • Factor Analysis, Statistical
  • Humans
  • Models, Structural
  • Radionuclide Imaging / statistics & numerical data*