Computational Stem Cell Biology : Methods and Protocols /
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| Format: | eBook |
| Language: | English |
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New York, NY :
Springer New York : Imprint: Humana,
2019.
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| Edition: | 1st ed. 2019. |
| Series: | Methods in Molecular Biology,
1975 |
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Table of Contents:
- Agent-Based Modeling to Delineate Spatiotemporal Control Mechanisms of the Stem Cell Niche
- Modeling Cellular Differentiation and Reprogramming with Gene Regulatory Networks
- Cell Population Model to Track Stochastic Cellular Decision-Making during Differentiation
- Automated Formal Reasoning to Uncover Molecular Programs of Self-Renewal
- Mathematical Modeling of Clonal Stem Cell Dynamics
- Computational Tools for Quantifying Concordance in Single Cell Fate
- Quantitative Modeling of the Waddington Epigenetic Landscape
- Modeling Gene Networks to Understand Multistability in Stem Cells
- Trajectory Algorithms to Infer Stem Cell Fate Decisions
- Gene Regulatory Networks from Single Cell Data for Exploring Cell Fate Decisions
- Reconstructing Gene Regulatory Networks that Control Hematopoietic Commitment
- Investigating Cell Fate Decisions with ICGS Analysis of Single Cells
- Lineage Inference and Stem Cell Identity Prediction using Single Cell RNA-Sequencing Data
- Dynamic Network Modeling of Stem Cell Metabolism
- Metabolomics in Stem Cell Biology Research
- Molecular Interaction Networks to Select Factors for Cell Conversion
- A Computational Approach for Cell Fate Reprogramming
- Computational Analysis of Aneuploidy in Pluripotent Stem Cells
- Cell Fate Engineering Tools for iPSC Disease Modeling.