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UMAP visualization for PBMC2 data and the clustering results.
Abstract
(a) True clusters on RNA. (b) Single-view clustering result on RNA. (c) CPS-merge analysis result on RNA. (d) True clusters on Protein (ADT). (e) Single-view clustering result on Protein (ADT). (f) CPS-merge analysis result on Protein (ADT).</p- Image
- Figure
- Biophysics
- Plant Biology
- Space Science
- Environmental Sciences not elsewhere classified
- Biological Sciences not elsewhere classified
- Information Systems not elsewhere classified
- one clustering structure
- maximizing clustering stability
- existing clustering pipeline
- approach frequently outperforms
- view clustering algorithms
- div >< p
- merge analysis </
- multiple clustering results
- view cluster labels
- view clustering
- merge analysis
- multiple modalities
- existing methods
- new approach
- approach accounts
- view data
- various fields
- original data
- new method
- introduce measures
- integrating information
- easily incorporated
- diverse sources
- different technologies
- complementary information
- complementary effects
- cell datasets
- cartesian product
Similar works
This paper was published in FigShare.
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