Automatic Transformation and Integration to Improve Visualization and Discovery of Latent Effects in Imaging Data

Gregory J. Hunt,Mark A. Dane,James E. Korkola,Laura M. Heiser,Johann A. Gagnon-Bartsch

Automatic Transformation and Integration to Improve Visualization and Discovery of Latent Effects in Imaging Data

2020

Gregory J. Hunt
Mark A. Dane
James E. Korkola
Laura M. Heiser
Johann A. Gagnon-Bartsch

AbstractProper data transformation is an essential part of analysis. Choosing appropriate transformations for variables can enhance visualization, improve efficacy of analytical methods, and increa...

Keywords:

Latent variable
Mathematics
Visualization
Data integration
Mathematical optimization
Data mining
imaging data
Interpretability
Software
Data analysis
Feature (computer vision)

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