Author

A. Stroh

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#machine learning Preprint Aug 2026

Reconstruction of 4D Mitral Regurgitation Hemodynamics from Sparse Planar Data using Deep Operator Networks with Test-Time Adaptation

Single-plane supervision constrains the observed plane far more effectively than the surrounding volume, which is identified as the principal obstacle to coherent 4D reconstruction from sparse planar data.

J. Hoffmann, Y. Hasegawa, A. Stroh · 0 citations