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Title

Automatic classification of two-dimensional gel electrophoresis pictures by heuristic clustering

Authors
Funk, M.
Roch, C.
Published in Electrophoresis. 1988, vol. 9, no. 3, p. 136-142
Abstract The interpretation of two-dimensional gel electrophoresis (2-DGE) profiles can be facilitated by artificial intelligence and machine learning programs. We have incorporated into our 2-DGE computer analysis system (termed MELANIE-Medical Electrophoresis Analysis Interactive Expert system) a program which automatically classifies 2-DGE patterns using heuristic clustering analysis. This program is a step toward machine learning. In this publication, we describe the classification method and the preliminary results obtained with liver biopsy electrophoretograms. Heuristic clustering is also compared to other classification techniques.
Identifiers
PMID: 3234347
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Research groups Computer Vision and Multimedia Laboratory
Multimodal Interaction Group
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(ISO format)
APPEL, Ron David et al. Automatic classification of two-dimensional gel electrophoresis pictures by heuristic clustering. In: Electrophoresis, 1988, vol. 9, n° 3, p. 136-142. https://archive-ouverte.unige.ch/unige:47713

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Deposited on : 2015-03-06

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