conftrace_

genome-wide association study

8 papers

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Also known as

GWAS

Co-occurring keywords

instrumental variable (75) genome-wide association (2) causal inference (1630) eqtl mapping (2) disease risk prediction (6) varying coefficient model (5) ridge penalty (3) genomic modeling (3) global test statistic (1) group structure (5)

Papers

GEMCONT: Genetics-based Multimodal Contrastive Learning Enhances Phenotypic embeddings and Boosts Genetic Discovery MIDL 2026
Inference of nonlinear causal effects with application to TWAS with GWAS summary data CLEAR 2024
SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study ACL 2022
MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models UAI 2020
A Powerful Global Test Statistic for Functional Statistical Inference AAAI 2019
The xyz algorithm for fast interaction search in high-dimensional data JMLR 2018
Structured Sparse Canonical Correlation Analysis AISTATS 2012
Sparse Instrumental Variables (SPIV) for Genome-Wide Studies NIPS 2010