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Evaluation of protein crystallization state by sequential image classification

Kuniaki Kawabata (Kawabata Intelligent System Research Unit, RIKEN (The Institute of Physical and Chemical Research), Wako, Japan)

Kanako Saitoh (Kawabata Intelligent System Research Unit, RIKEN (The Institute of Physical and Chemical Research), Wako, Japan Saitama University, Saitama, Japan)

Mutsunori Takahashi (Saitama University, Saitama, Japan)

Hajime Asama (The University of Tokyo, Kashiwanoha, Japan)

Taketoshi Mishima (Saitama University, Saitama, Japan)

Mitsuaki Sugahara (SPring‐8 Center, Harima Institute, RIKEN (The Institute of Physical and Chemical Research), Sayo, Japan)

Masashi Miyano (SPring‐8 Center, Harima Institute, RIKEN (The Institute of Physical and Chemical Research), Sayo, Japan)

Sensor Review

ISSN: 0260-2288

Article publication date: 27 June 2008

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Abstract

Purpose

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The purpose of this paper is to present classification schemes for the crystallization state of proteins utilizing image processing.

Design/methodology/approach

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Two classification schemes shown here are combined sequentially.

Findings

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The correct ratio of experimental result using the method presented here is approximately 70 per cent.

Originality/value

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The paper is a contribution to automated evaluation crystal growth, combining two classifiers based on specific visual feature, sequentially.

Keywords

Citation

Kawabata, K., Saitoh, K., Takahashi, M., Asama, H., Mishima, T., Sugahara, M. and Miyano, M. (2008), "Evaluation of protein crystallization state by sequential image classification", Sensor Review, Vol. 28 No. 3, pp. 242-247. https://doi.org/10.1108/02602280810882607

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Emerald Group Publishing Limited

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Evaluation of protein crystallization state by sequential image classification

Abstract

Purpose

Design/methodology/approach

Findings

Originality/value

Keywords

Citation

Publisher

Related articles

To read this content please select one of the options below:

Please note you do not have access to teaching notes

Abstract

Purpose

Design/methodology/approach

Findings

Originality/value

Keywords

Citation

Publisher

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