Statistical Genetics and Bioinformatics Reading Group
Autumn 2023
Time: Fridays 4:00-5:00 PM; Place: CH212
Information on reading materials will be updated as they become available.
For further information about this semester's reading group, please contact
Shili Lin.
- Friday, January 1/19, 2023
Discussion Leader: All
Group meeting to discuss reading topics
- Friday, February 2, 2024
Discussion Leader: Torey Hilbert
BAYESIANINDICATORVARIABLESELECTIONTO
INCORPORATEHIERARCHICALOVERLAPPINGGROUP
STRUCTUREINMULTI-OMICSAPPLICATIONS
by Zhu et al. AOAS 2019, 13:2611–2636.
- Friday, February 9, 2024
Discussion Leader: Emerson Webb
Integrating single-cell transcriptomic data across
different conditions, technologies, and species
by Butler et al. Nature Biotechnology (2018) 36:411-425.
- Friday, February 16, 2024
Discussion Leader: Sally Paganin
A fully Bayesian latent variable model for integrative
clustering analysis of multi-type omics data
by Mo et al. Biostatistics (2018) 19:71–86.
- Friday, February 23, 2024
Discussion Leader: Yongqi Liu
A fast scalable and versatile tool for analysis of single-cell omics data
by Zhang et al. Nature Methods (2024) 21:217–227
- Friday, March 1
Discussion Leader: Asu Turkmen
Integration strategies of multi-omics data for machine learning analysis
by Picard et al. Computational and Structural Biotechnology Journal 19 (2021) 3735–3747.
- Friday, March 22, 2024
Discussion Leaders: Max Cartwright
Multi-Omics Factor Analysis—a framework for
unsupervised integration of multi-omics data sets
by Argelaguet et al. Molecular Systems Biology 14: e8124 (2018).
- Friday, April 5, 2024
Discussion Leaders: Sang Wan Lee
Integrative analysis of multi-omics and imaging data with incorporation of biological information via structural Bayesian factor analysis
Bao et al. Briefings in Bioinformatics, 2023, 24(2), 1–15.
- Friday, Spril 12, 2024
Discussion Leaders: Dan Kinnamon
Selecting likely causal risk factors from highthroughput
experiments using multivariable
Mendelian randomization
by Zuber et al. NATURE COMMUNICATIONS (2020) 11:29
- Friday, April 19, 2024
Discussion Leaders: Shili Lin
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