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Richard M. Fairbanks School of Public Health

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  • Sha Cao, PhD

Sha Cao, PhD

Assistant Professor

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Phone:
(317) 274-2602
Departments:
Biostatistics and Health Data Science
Additional Appointments:
Adjunct Assistant Professor, School of Public Health
Adjunct Assistant Professor, School of Informatics & Computing
Degrees:
PhD, University of Georgia
BS, Beijing Normal University

Resume/CV

Health Information and Translational Sciences, HITS 3073
410 West 10th Street
Indianapolis, IN
46202

Research Interests

My current research directions include: 1) designing novel statistical learning tools for integration of multiple heterogeneous sources and/or types of biomedical data; 2) detecting the latent structures of high dimensional biomedical data; 3) studying the tissue microenvironment and interactions of its cell components.

Selected Publications

  • Changlin Wan, Wennan Chang, Tong Zhao, Sha Cao*, Chi Zhang*. Geometric all-way Boolean tensor decomposition. Advances in Neural Information Processing Systems 33 (NeurIPS) (2020). In press.
  • Wennan Chang, Changlin Wan, Yong Zang, Chi Zhang, and Sha Cao*. Supervised clustering of high dimensional data using regularized mixture modeling. Briefings in Bioinformatics. (2020) In press.
  • Xiaoyu Lu, Szu-wei Tu, Wennan Chang, Changlin Wan, Yifan Sun, Baskar Ramdas, Xin Lu, Shannon Hawkins,  Reuben Kapur, Xiongbin Lu*, Sha Cao*, Chi Zhang*. SSMD: A semi-supervised approach for a robust cell type identification and deconvolution of mouse transcriptomics data. Briefings in Bioinformatics. (2020) In press.

PubMed

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