Author

David Rodriguez-Cianca

Consejo Superior de Investigaciones CientíficasORCID 0000-0002-9503-8508Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Filipe Oliveira BarrosoiD· 1 shared Nuria Balbás· 1 shared Pablo LanillosiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioengineering

Filipe Oliveira BarrosoORCID

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1 paper

Recent·Most cited

Muscle activation prediction in essential tremor through neuromusculoskeletal digital twinning and deep neural networks

Nuria Balbás, David Rodriguez-Cianca, Filipe Oliveira Barroso, Pablo Lanillos

This paper uses a digital twin of essential tremor to train deep neural networks for predicting muscle activation, achieving 81-83% accuracy in synthetic data.

Biosystems & biorobotics · Jan 1, 2026Peer-reviewedBioengineering