Professur für Computational Imaging

Deep Learning-Based Accelerated MR Cholangiopancreatography Without Fully-Sampled Data (2025) Kim J, Nickel MD, Knoll F Journal article, Online publication Comparative Evaluation of Deep Learning and Compressed Sensing Methods for Dynamic Contrast-Enhanced MRI Reconstruction (2025) Gösche E, Tan Z, Flaßkamp K, Kim SG, Knoll F Conference contribution, Abstract of a poster FastMRI Breast: A Publicly Available Radial k-Space Dataset of Breast Dynamic Contrast-enhanced MRI (2025) Solomon E, Johnson PM, Tan Z, Tibrewala R, Lui YW, Knoll F, Moy L, et al. Journal article Motion-Guided Deep Image Prior for Dynamic Cardiac MRI (2025) Vornehm M, Chen C, Sultan MA, Arshad SM, Knoll F, Ahmad R Conference contribution, Abstract of lecture Motion-Guided Deep Image Prior for 3D Real-Time Cine (M-DIP-3D) (2025) Chen C, Vornehm M, Sultan MA, Arshad SM, Han Y, Ahmad R Conference contribution, Abstract of a poster Reproducibility and quality assurance in MRI (2025) Stöcker T, Keenan KE, Knoll F, Priovoulos N, Uecker M, Zaitsev M Journal article Domain Influence in MRI Medical Image Segmentation: Spatial Versus k-Space Inputs (2024) Gösche E, Eghbali R, Knoll F, Rauschecker AM Conference contribution, Conference Contribution MRI at low field: A review of software solutions for improving SNR (2024) Ayde R, Vornehm M, Zhao Y, Knoll F, Wu EX, Sarracanie M Journal article Death by Retrospective Undersampling - Caveats and Solutions for Learning-Based MRI Reconstructions (2024) Rajput JR, Weinmüller S, Endres J, Dawood P, Knoll F, Maier A, Zaiß M Conference contribution CineVN: Variational network reconstruction for rapid functional cardiac cine MRI (2024) Vornehm M, Wetzl J, Giese D, Fürnrohr F, Pang J, Chow K, Gebker R, et al. Journal article