Author

Ethan Lavallee

Middlebury College

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

Alice SaparoviD· 1 shared Christopher A. CassaiD· 1 shared Marinka ŽitnikiD· 1 shared Weijiang LiiD· 1 shared Xiaomin LiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Alice SaparovORCID

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1 paper

Recent·Most cited

From Text to Translation: Using Language Models to Prioritize Variants for Clinical Review

Weijiang Li, Xiaomin Li, Ethan Lavallee, Alice Saparov, Marinka Žitnik, Christopher A. Cassa

This paper introduces ClinVar-BERT, a model that prioritizes variants for clinical review by analyzing variant summaries and distinguishing functional evidence, achieving high accuracy in predicting loss of function.

Genome Medicine · May 19, 2026Peer-reviewedGenetic & Genomic Medicine