Uncertainty-Aware Deep Learning for Multi-Metric and Dose-Specific Prediction of Drug Synergy

Muhammad Javad Heydari, Bryan Lye, Parvin Mansouri, Thomas Marsland, Kavya Pamulapati, Robert Vary, Hermione Allen, Kaylene J Simpson, John G Lock, James McKenna, Fatemeh Vafaee

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DOI
10.1101/2025.11.05.686895
Published
2025-11-07
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Not recorded
Publisher
openRxiv
Open access
unknown

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BibTeX

@article{allodium:10.1101/2025.11.05.686895,
  title = {Uncertainty-Aware Deep Learning for Multi-Metric and Dose-Specific Prediction of Drug Synergy},
  author = {Muhammad Javad Heydari and Bryan Lye and Parvin Mansouri and Thomas Marsland and Kavya Pamulapati and Robert Vary and Hermione Allen and Kaylene J Simpson and John G Lock and James McKenna and Fatemeh Vafaee},
  year = {2025},
  doi = {10.1101/2025.11.05.686895},
  url = {https://doi.org/10.1101/2025.11.05.686895}
}

RIS

TY  - JOUR
TI  - Uncertainty-Aware Deep Learning for Multi-Metric and Dose-Specific Prediction of Drug Synergy
AU  - Muhammad Javad Heydari
AU  - Bryan Lye
AU  - Parvin Mansouri
AU  - Thomas Marsland
AU  - Kavya Pamulapati
AU  - Robert Vary
AU  - Hermione Allen
AU  - Kaylene J Simpson
AU  - John G Lock
AU  - James McKenna
AU  - Fatemeh Vafaee
PY  - 2025
DO  - 10.1101/2025.11.05.686895
UR  - https://doi.org/10.1101/2025.11.05.686895
ER  - 

APA

Heydari, M. J., Lye, B., Mansouri, P., Marsland, T., Pamulapati, K., Vary, R., Allen, H., Simpson, K. J., Lock, J. G., McKenna, J., & Vafaee, F. (2025). Uncertainty-Aware Deep Learning for Multi-Metric and Dose-Specific Prediction of Drug Synergy. https://doi.org/10.1101/2025.11.05.686895

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