Author

Ping Liu

Illinois Institute of TechnologyORCID 0000-0002-6255-184XUnclaimed ORCID profile · follow to get notified of new preprints

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Ping Liu4 papers · Nanyang Technological University

Biology Disciplines

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Ecology· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Alyson L. SingletoniD· 1 shared Andrew J. ChamberliniD· 1 shared Antônio Miguel Vieira MonteiroiD· 1 shared Caroline Kate GliddeniD· 1 shared Erin A. MordecaiiD· 1 shared Giulio A. De LeoiD· 1 shared Kamazima M. M. LwizaiD· 1 shared Mustafa BilgiciD· 1 shared

Activity by Year

2019-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperEcology

Alyson L. SingletonORCID

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2 papers

Recent·Most cited

EcologyNature CommunicationsPeer-reviewedJun 19, 2024

Climate and urbanization drive changes in the habitat suitability of Schistosoma mansoni competent snails in Brazil

Caroline Kate Glidden, Alyson L. Singleton, Andrew J. Chamberlin…·Giulio A. De Leo

The paper uses machine learning and remote sensing to analyze 30 years of snail occurrence data in Brazil, showing climate change and urbanization have altered Biomphalaria habitat suitability.

28 citationstop 1%

machine learning (classical)ecology & biodiversity

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Systems BiologybioRxivPreprintJul 1, 2019

Deep learning reveals hidden variables underlying NF-κB activation in single cells

Parthiv Patel, Nir Drayman, Ping Liu…·Savaş Tay

This study uses deep learning and live-cell analysis to show that NF-κB activation in single cells is pre-determined by pre-stimulation nuclear localization ratios of NF-κB to IκB.

1 citation

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