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Evaluation of Normalization and PCA on the Performance of Classifiers for Protein Crystallization Images

In this paper, we investigate the performance of classification of protein crystallization images captured during protein crystal growth process. We group protein crystallization images into 3 categories: noncrystals, likely leads (conditions that may yield formation of crystals) and crystals. In th...

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Bibliografiske detaljer
Udgivet i:Proc IEEE Southeastcon
Main Authors: Dinç, İmren, Sigdel, Madhav, Dinç, Semih, Sigdel, Madhu S., Pusey, Marc L., Aygün, Ramazan S.
Format: Artigo
Sprog:Inglês
Udgivet: 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4409005/
https://ncbi.nlm.nih.gov/pubmed/25914519
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