Title
Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering Yipeng Sun Linda-Sophie Schneider Mingxuan Gu Siyuan Mei Chengze Ye Fabian Wagner Siming Bayer Andreas K. Maier 15 0 0 18 Apr 2025
Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models Siyuan Mei F. Fan Fabian Wagner Mareike Thies Mingxuan Gu Yipeng Sun Andreas K. Maier MedIm 21 1 0 04 Apr 2024
Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography Fabian Wagner Mareike Thies Noah Maul Laura Pfaff O. Aust Sabrina Pechmann Christopher Syben Andreas K. Maier 11 1 0 13 Feb 2023
Noise2Contrast: Multi-Contrast Fusion Enables Self-Supervised Tomographic Image Denoising Fabian Wagner Mareike Thies Laura Pfaff Noah Maul Sabrina Pechmann ... D. Weidner Georgiana Neag S. Uderhardt Jang-Hwan Choi Andreas K. Maier 16 5 0 09 Dec 2022
Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction Mareike Thies Fabian Wagner Noah Maul Lukas Folle Manuela Meier ... Mingxuan Gu Jonas Utz Felix Denzinger M. Manhart Andreas K. Maier MedIm 10 9 0 05 Dec 2022
On the Benefit of Dual-domain Denoising in a Self-supervised Low-dose CT Setting Fabian Wagner Mareike Thies Laura Pfaff O. Aust Sabrina Pechmann ... M. Rohleder Mingxuan Gu Jonas Utz Felix Denzinger Andreas K. Maier 18 10 0 02 Nov 2022
Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT Fabian Wagner Mareike Thies Felix Denzinger Mingxuan Gu Mayank Patwari Stefan B. Ploner Noah Maul Laura Pfaff Yixing Huang Andreas K. Maier MedIm 13 16 0 15 Jul 2022