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multi-omics data

7 papers

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Co-occurring keywords · papers mentioning both

variational inference (2) cluster-aware embedding (1) precision medicine (1) interpretable biomarker (1) patient subgroup (1) single-cell rna sequencing (1) sparse graph (1) drug response prediction (1) protein-protein interaction (1) graph neural network (1)

Papers

GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ACL 2025 Improving Cancer Gene Prediction by Enhancing Common Information Between the PPI Network and Gene Functional Association AAAI 2025 GmGM: a fast multi-axis Gaussian graphical model AISTATS 2024 Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024 MoReL: Multi-omics Relational Learning ICLR 2022 A Variational Information Bottleneck Approach to Multi-Omics Data Integration AISTATS 2021 BayReL: Bayesian Relational Learning for Multi-omics Data Integration NeurIPS 2020