Author

Florian M. Schönleitner

Technical University of MunichORCID 0000-0002-9458-1314Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:statistical model· 1

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Hamid MotallebzadehiD· 1 shared Jakob H. MackeiD· 1 shared Michael DeistleriD· 1 shared Sunil PuriaiD· 1 shared

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2025-2025 · peak 1/yr

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Hamid MotallebzadehORCID

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1 paper

Recent·Most cited

BioengineeringScientific ReportsPeer-reviewedNov 3, 2025

From Simulations to Inference: Using Machine Learning to Tune Patient-Specific Finite-Element Models of the Middle Ear Towards Objective Diagnosis

Hamid Motallebzadeh, Michael Deistler, Florian M. Schönleitner…·Sunil Puria

This paper uses simulation-based inference to tune a finite-element model of the middle ear, providing probability distributions of parameters that reproduce experimental data and enabling objective diagnosis of hearing loss.

5 citations

humandeep learning

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