Author

Diego Machado Reyes

Rensselaer Polytechnic InstituteORCID 0000-0003-2180-3251Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:contrastive learning· 1 Research Focus:gene regulatory network inference· 1 Research Focus:GWAS / association mapping· 1 Assay:GWAS summary statistics· 1 Assay:imaging· 1

Frequent Co-Authors

Aritra BoseiD· 2 shared Laxmi ParidaiD· 2 shared Ehud KaravaniiD· 1 shared Myson BurchiD· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 5 mutual co-author links

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2 shared papersGenetic & Genomic Medicine

Aritra BoseORCID

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2 papers

Recent·Most cited

Genetic & Genomic MedicinemedRxivPreprintNov 2, 2024

A Multimodal Foundation Model for Discovering Genetic Associations with Brain Imaging Phenotypes

Diego Machado Reyes, Myson Burch, Laxmi Parida, Aritra Bose

COMICAL discovers genetic associations with brain imaging phenotypes using contrastive learning and multi-omics data from the UK Biobank.

3 citations

humanbulk RNA-seq

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Genetic & Genomic MedicinemedRxivPreprintAug 28, 2022

FairPRS: a fairness framework for Polygenic Risk Scores

Diego Machado Reyes, Aritra Bose, Ehud Karavani, Laxmi Parida

This paper introduces FairPRS, a method to create polygenic risk scores that are fair across ethnic groups by using invariant risk minimization, showing improved phenotype prediction and reduced racial bias.

DOI 10.1101/2022.08.28.22279309

humanGWAS summary statistics

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