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 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 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 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 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 Exploring GPT-4 as MR Sequence and Reconstruction Programming Assistant (2024) Zaiß M, Rajput JR, Dang HN, Golkov V, Cremers D, Knoll F, Maier A Conference contribution, Conference Contribution Data Consistent Variational Networks for Zero-shot Self-supervised MR Reconstruction (2024) Fürnrohr F, Wetzl J, Vornehm M, Giese D, Knoll F Conference contribution