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

H Motallebzadeh, M Deistler, FM Schonleitner… - bioRxiv, 2024 - biorxiv.org
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… In this study, we applied simulation-based inference (SBI) using neural posterior estimation (NPE) to tune an FE model of the human middle ear. The training dataset …

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