Paper Abstract and Keywords |
Presentation |
2016-01-20 13:05
Texture profiling for local property analysis of induced pluripotent stem cells colony Risa Sato, Kei Sasaki (Yamagata Univ.), Risako Nagasaka (Nagoya Univ.), Siu Kang (Yamagata Univ.), Kei Kanie, Ryuji Kato (Nagoya Univ.), Tetsuya Yuasa (Yamagata Univ.) MI2015-129 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The induced pluripotent stem (iPS) cells represent an aggregate characteristic appearance in a form of colony. Colonies having an ill-conditioned appearance are selectively removed in the process of culturing to produce high-quality iPS cells, whereas culturing iPS cells is technically difficult in itself. Presently, such a quality control in iPS cell culture depends on experiment and intuition of an operator, which hampers the industrialization because of the inefficiency. In this study, we propose a method to objectively and quantitatively classify the state of iPS cell colony using a support vector machine based on its texture features. We evaluate the efficacy by comparing the segmentation result by the proposed method and the cell evaluation utilizing immunological dyeing method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
induced Pluripotent Stem (iPS) cell / regenerative medicine / support vector machine(SVM) / texture analysis / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 401, MI2015-129, pp. 271-276, Jan. 2016. |
Paper # |
MI2015-129 |
Date of Issue |
2016-01-12 (MI) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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MI2015-129 |
Conference Information |
Committee |
MI |
Conference Date |
2016-01-19 - 2016-01-20 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Bunka Tenbusu Kan |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General topics in medical imaging |
Paper Information |
Registration To |
MI |
Conference Code |
2016-01-MI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Texture profiling for local property analysis of induced pluripotent stem cells colony |
Sub Title (in English) |
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Keyword(1) |
induced Pluripotent Stem (iPS) cell |
Keyword(2) |
regenerative medicine |
Keyword(3) |
support vector machine(SVM) |
Keyword(4) |
texture analysis |
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1st Author's Name |
Risa Sato |
1st Author's Affiliation |
Yamagata University (Yamagata Univ.) |
2nd Author's Name |
Kei Sasaki |
2nd Author's Affiliation |
Yamagata University (Yamagata Univ.) |
3rd Author's Name |
Risako Nagasaka |
3rd Author's Affiliation |
Nagoya University (Nagoya Univ.) |
4th Author's Name |
Siu Kang |
4th Author's Affiliation |
Yamagata University (Yamagata Univ.) |
5th Author's Name |
Kei Kanie |
5th Author's Affiliation |
Nagoya University (Nagoya Univ.) |
6th Author's Name |
Ryuji Kato |
6th Author's Affiliation |
Nagoya University (Nagoya Univ.) |
7th Author's Name |
Tetsuya Yuasa |
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Yamagata University (Yamagata Univ.) |
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Speaker |
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Date Time |
2016-01-20 13:05:00 |
Presentation Time |
40 minutes |
Registration for |
MI |
Paper # |
MI2015-129 |
Volume (vol) |
vol.115 |
Number (no) |
no.401 |
Page |
pp.271-276 |
#Pages |
6 |
Date of Issue |
2016-01-12 (MI) |
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