Statistical Genetics and Bioinformatics Reading Group
Autumn 2024
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, September 13, 2024
Discussion Leader: Shili Lin
Common polygenic variation contributes to risk of
schizophrenia and bipolar disorder
Supplement
Transfer learning with false negative control
improves polygenic risk prediction
- Friday, September 20, 2024
Discussion Leader: Arnab Auddy
The construction of cross-population polygenic risk scores using
transfer learning
- Friday, September 27, 2024
Discussion Leader: Asu Turkmen
Polygenic scores via penalized regression on summary statistics
- Friday, October 4, 2024
Discussion Leader: Yongqi Liu
Non-linear machine learning models incorporating
SNPs and PRS improve polygenic prediction in
diverse human populations
- Friday, October 18, 2024
Discussion Leader: Sally Paganin
Polygenic prediction via Bayesian regression and
continuous shrinkage priors
Supplement
- Friday, October 25
Discussion Leader: Torey Hillbert
Deep integrative models for large-scale human
genomics
- Friday, November 1, 2024
Discussion Leaders: Emerson Webb
Development of a method for generating SNP interaction-aware
polygenic risk scores for radiotherapy toxicity
- Friday, November 8, 2024
Discussion Leaders: Meng Wang
An ensemble penalized regression method for multi-ancestry polygenic risk prediction
- Friday, November 15, 2024
Discussion Leaders: Sang Wan
Modeling Linkage Disequilibrium
Increases Accuracy of Polygenic Risk Scores
LDpred2: better, faster, stronger
- Friday, November 22, 2024
Discussion Leaders: Dan Kinnamon
Improving polygenic risk prediction in
admixed populations by explicitly modeling
ancestral-differential effects via GAUDI
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