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Accuracy, robustness and scalability of dimensionality reduction methods for single-cell RNA-seq analysis

Published Online: 2019-12-10

Published Print: 2019-12

Authors

Sun, Shiquan

Zhu, Jiaqiang

Ma, Ying

Zhou, Xiang https://orcid.org/0000-0002-4331-7599
Funding

Funding for this research was provided by:

the National Institutes of Health (R01HG009124)

the National Institutes of Health (R01GM126553)

the National Science Foundation (DMS1712933)

the Chan Zuckerberg Initiative DAF (2018-181314)

the National Institutes of Health (R01HD088558)

the National Institutes of Health (U01HL137182)

the National Natural Science Foundation of China (61902319)

the Natural Science Foundation of Shaanxi Province (2019JQ127)
License Information

Text and Data Mining valid from 2019-12-01

Version of Record valid from 2019-12-10
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Article History

Received: 16 May 2019

Accepted: 22 November 2019

First Online: 10 December 2019

Ethics approval and consent to participate

: No ethnical approval was required for this study. All utilized public data sets were generated by other organizations that obtained ethical approval.

: Not applicable.

: The authors declare that they have no competing interests.

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