Author

Jonathan Hummel

Brandeis UniversityORCID 0009-0000-0767-1462Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:human· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Karol EstradaiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintDec 22, 2025

Evaluation of a structure-based method for ab initio gene detection using deep learning

Jonathan Hummel, Karol Estrada

This paper evaluates a deep learning method for ab initio gene detection using structural profiles of genomic sequences, showing improved performance over an existing tool.

DOI 10.64898/2025.12.19.694709

humanwhole-genome sequencing

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