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

Volkov H, Raitses-Gurevich M, Grad M, Shlayem R, Danilevsky A, Rubinek T, Gorfine M, Shomron N.

Open source

DOI: 10.1186/s13040-026-00595-5
Published: 2026-08-06
Container: BioData Min
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1186/s13040-026-00595-5,
  title = {Simulation-based Bayesian deep learning enables uncertainty-aware tumor fraction estimation in cell-free DNA.},
  author = {Volkov H and  Raitses-Gurevich M and  Grad M and  Shlayem R and  Danilevsky A and  Rubinek T and  Gorfine M and  Shomron N.},
  year = {2026},
  journal = {BioData Min},
  doi = {10.1186/s13040-026-00595-5},
  url = {https://doi.org/10.1186/s13040-026-00595-5}
}

RIS

TY  - JOUR
TI  - Simulation-based Bayesian deep learning enables uncertainty-aware tumor fraction estimation in cell-free DNA.
AU  - Volkov H
AU  -  Raitses-Gurevich M
AU  -  Grad M
AU  -  Shlayem R
AU  -  Danilevsky A
AU  -  Rubinek T
AU  -  Gorfine M
AU  -  Shomron N.
PY  - 2026
JO  - BioData Min
DO  - 10.1186/s13040-026-00595-5
UR  - https://doi.org/10.1186/s13040-026-00595-5
ER  -

APA

H, V., M, R., M, G., R, S., A, D., T, R., M, G., & N., S. (2026). Simulation-based Bayesian deep learning enables uncertainty-aware tumor fraction estimation in cell-free DNA.. BioData Min. https://doi.org/10.1186/s13040-026-00595-5

Source records

europe-pmc · retrieved 2026-11-10T13:28:54.071Z
doaj · retrieved 2026-11-10T13:28:54.062Z