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Xueer Chen

University of Pittsburgh - Department of Biomedical Informatics

5607 Baum Boulevard, Suite 500

Pittsburgh, PA 15206-3701

United States

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Scholarly Papers (1)

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An Instance-Specific Causal Framework for Learning Intercellular Communication Networks that Define Microenvironments Of Individual Tumors

Number of pages: 176 Posted: 16 Sep 2021
Xueer Chen, Lujia Chen, Cornelius Kurten, Fattaneh Jabbari, Lazar Vujanovic, Ying Ding, Aditi Kulkarni, Tracy Tabib, Robert Lafyatis, Gregory Cooper, Robert Ferris and Xinghua Lu
University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh - Department of Otolaryngology, University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh - Department of Otolaryngology, University of Pittsburgh - Department of Biostatistics, University of Pittsburgh - Department of Otolaryngology, University of Pittsburgh - Department of Biostatistics, University of Pittsburgh - Department of Biostatistics, University of Pittsburgh - Department of Biomedical Informatics, University of Pittsburgh - Hillman Cancer Center and University of Pittsburgh - Department of Biomedical Informatics
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Abstract:

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cell-cell communication, intercellular communication network, tumor-specific, Cancer Immunology, single-cell sequencing, single-cell RNA sequencing, tumor microenvironment, instance-based causal discovery, Bayesian causal discovery