Author

Diego R. Villa

BC Cancer AgencyORCID 0000-0002-4625-3009Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:differential expression· 2 Organism:human· 2 Research Focus:variant calling· 2 Assay:whole-genome sequencing· 2 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Andrew J. J. MungalliD· 2 shared Adam J. WidmaniD· 1 shared Aditya S. DeshpandeiD· 1 shared Alexandre Pellan ChengiD· 1 shared Amanda FrydendahliD· 1 shared Anushri AroraiD· 1 shared Ashish SaxenaiD· 1 shared Barbara MeissneriD· 1 shared

Activity by Year

2020-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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2 shared papersGenomics

Andrew J. J. MungallORCID

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2 papers

Recent·Most cited

GenomicsNature MedicinePeer-reviewedJun 1, 2024

Machine learning guided signal enrichment for ultrasensitive plasma tumor burden monitoring

Adam J. Widman, Minita J. Shah, Amanda Frydendahl…·Dan Avi Landau

This paper introduces MRD-EDGE, a machine learning platform for ultrasensitive ctDNA detection in plasma WGS, showing improved sensitivity and broader applicability for MRD monitoring.

138 citationstop 1%

humanwhole-genome sequencing

𝕏 PostBluesky

GenomicsBloodPeer-reviewedMar 11, 2020

Coding and regulatory drivers of mantle cell lymphoma identified through exome and genome sequencing

Prasath Pararajalingam, Krysta Mila Coyle, Sarah E. Arthur…·Ryan D. Morin

This study identifies genetic drivers of mantle cell lymphoma through exome and genome sequencing, revealing novel mutations in genes involved in RNA splicing and regulation.

71 citationstop 2%

humanwhole-exome sequencing

𝕏 PostBluesky