Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 5 of 5 for “"Single-cell data analysis"”.
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Machine leanring algorithms for single-cell data analysis
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2024-05-01
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Bioinformatic tools for single-cell data analysis in clinical studies
… including RNA-Seq, mass spectrometry, and single-cell sequencing However, the ability to gather exponentially more measurements comes with pitfalls of increased Type I error and reduced interpretability In theory, single-cell measurements can be helpful in combating this problem, since each …
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Understanding Gene Regulation In Development And Differentiation Using Single Cell Multi-Omics
… My thesis research leverages powerful single-cell approaches to address this fundamental question in two developmental systems, C. elegans embryogenesis and mouse embryonic hematopoiesis. I have also developed much-needed computational algorithms for single-cell data analysis and …
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Efficient visualization for large-scale and high-dimensional single-cell data
… method for large-scale and high-dimensional single-cell data. Single-cell analysis can uncover the mysteries in the state of individual cells and enable us to construct new models of heterogeneous tissues. State-of-the-art technologies for single-cell analysis have been developed to measure …