Author

Malka Gorfine

Tel Aviv UniversityORCID 0000-0002-1577-6624Unclaimed 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:Bayesian inference· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Artem DanilevskyiD· 1 shared Hadas VolkoviD· 1 shared Maria Raitses‐GurevichiD· 1 shared Meitar GradiD· 1 shared Noam ShomroniD· 1 shared Rani Shlayem· 1 shared Tami RubinekiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Artem DanilevskyORCID

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1 paper

Recent·Most cited

Simulation-based Bayesian deep learning enables uncertainty-aware tumor fraction estimation in cell-free DNA

Hadas Volkov, Maria Raitses‐Gurevich, Meitar Grad, Rani Shlayem, Artem Danilevsky, Tami Rubinek, Malka Gorfine, Noam Shomron

This paper introduces purNPE, a Bayesian deep learning framework for estimating tumor fraction in cell-free DNA without labeled cancer samples, achieving comparable performance to existing methods.

BioData Mining · Aug 6, 2026Peer-reviewedBioinformatics