Bayesian Reconstruction of Tissue Deformation Maps for Organ Morphogenesis
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- MORISHITA Yoshihiro
- 理化学研究所 生命機能科学研究センター
Bibliographic Information
- Other Title
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- 器官発生時の組織変形写像のベイズ的再構成
- キカン ハッセイジ ノ ソシキ ヘンケイ シャゾウ ノ ベイズテキ サイコウセイ
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Abstract
<p>The question of how the organ-specific morphology is determined is one of the unsolved important issues in biology. Sor far, molecular biological studies have identified key genes for organ morphogenesis, but many of the physical processes on cell and tissue dynamics remain unknown. One of the reasons is that high-resolution measurement of cell/tissue dynamics is impossible even with the most advanced microscopes, except for limited tissues and species. In this paper, we introduce a Bayesian model for reconstructing deformation maps of curved epithelial tissues from low-resolution data on cell trajectories during organ development. After explaining the basic idea of modeling, we apply this method to the measurement data of chick early forebrain development, and show the validity of the method.</p>
Journal
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- Journal of the Visualization Society of Japan
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Journal of the Visualization Society of Japan 40 (159), 29-32, 2020
The Visualization Society of Japan
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Details 詳細情報について
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- CRID
- 1390571039719569280
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- NII Article ID
- 40022364068
- 130008095786
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- NII Book ID
- AN10374478
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- ISSN
- 1884037X
- 09164731
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- NDL BIB ID
- 030666253
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed