Florian Knoll

17PUBLICATIONS
70CO-AUTHORS
Spatial statisticsReinforcement learningComputational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)Semi- and unsupervised learningBiomedical imaging
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Publications (17)

|Aug 04, 2026
A Deep Nonlinear Subspace Modeling and Reconstruction for Diffusion-Weighted Imaging Using Denoising Auto-Encoder.

|Jun 13, 2026
Zero-Shot Self-Supervised Learning of Single Breath-Hold Magnetic Resonance Cholangiopancreatography (MRCP) Reconstruction.

|Feb 26, 2026
Fat/Water Separation at 7 T Using a 3D Radial Sequence With Quasi-Continuous Echo Times.

Matthias Rohe, Katharina Tkotz, Armin M Nagel

|Jan 22, 2026
High-Resolution Diffusion-Weighted Imaging With Self-Gated Self-Supervised Unrolled Reconstruction.

Zhengguo Tan, Patrick A Liebig, Annika Hofmann

|Jul 22, 2025
Multi-dynamic deep image prior for cardiac MRI.

Marc Vornehm, Chong Chen, Muhammad A Sultan

|Aug 27, 2024
CineVN: Variational network reconstruction for rapid functional cardiac cine MRI.

Marc Vornehm, Jens Wetzl, Daniel Giese

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Frequent Collaborators

5 joint publications

Matthew Muckley

4 joint publications

Zhengguo Tan

3 joint publications

Anuroop Sriram

3 joint publications

Frederik Bernd Laun