Author

Alethea Barbaro

Delft University of TechnologyORCID 0000-0001-9856-2818Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1

Frequent Co-Authors

Anne‐Marie C. DingemansiD· 1 shared Kateřina StaňkováiD· 1 shared Laura R. Jansén-StorbackaiD· 1 shared Sepinoud AzimiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperSystems Biology

Anne‐Marie C. DingemansORCID

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1 paper

Recent·Most cited

Systems BiologybioRxivPreprintSep 4, 2026

Robust and Quality-of-Life-Aware Treatment Protocols in NSCLC using Deep Reinforcement Learning

Laura R. Jansén-Storbacka, Anne‐Marie C. Dingemans, Kateřina Staňková…·Sepinoud Azimi

This study uses deep reinforcement learning to design treatment protocols for NSCLC that improve robustness, quality of life, and time to progression compared to standard adaptive therapy and maximum tolerable dose approaches.

DOI 10.64898/2026.09.01.748242

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