Adaptive classification of two-dimensional gel electrophoretic spot patterns by neural networks and cluster analysis

• Published in: Electrophoresis Vol. 18; no. 15; p. 2749
• Main Author: Vohradský, J
• Format: Journal Article
• Language: English
• Published: Germany 1997
• Subjects: Cluster Analysis; Data Interpretation, Statistical; Electrophoresis, Gel, Two-Dimensional; Multivariate Analysis; Neural Networks (Computer); Reproducibility of Results

The interpretation of two-dimensional gel electrophoresis spot profiles can be facilitated by statistical and machine learning programs. Two different approaches to classification of spot profiles - cluster analysis and neural networks - are discussed. Neural networks for two different model pattern...