Noah Maul

2025

Conference Contributions

• Maul N., Birkhold A., Thies M., Vysotskaya N., Wagner F., Pfaff L., Kowarschik M., Maier A.:
  Virtual DSA for Learning Contrast Agent Dynamics in Projection Space
  4th International Workshop on Imaging and Treatment Challenges, SWITCH 2024, and 6th International Challenge on Ischemic Stroke Lesion Segmentation Challenge, ISLES 2024, Held in Conjunction with Medical Image Computing and Computer Assisted Intervention, MICCAI 2024 (Marrakesh, MAR, October 6, 2024 - October 10, 2024)
  In: Ruisheng Su, Danny Ruijters, Ezequiel de la Rosa, Leonhard Rist, Ewout Heylen, Frank te Nijenhuis, Theo van Walsum, Markus D. Schirmer, Richard McKinley, Roland Wiest, Susanne Wegener (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025
  DOI: 10.1007/978-3-031-81101-2_6
  BibTeX: Download

2024

Journal Articles

• Maul N., Birkhold A., Wagner F., Thies M., Rohleder M., Berg P., Kowarschik M., Maier A.:
  Simulation-informed learning for time-resolved angiographic contrast agent concentration reconstruction
  In: Computers in Biology and Medicine 182 (2024), Article No.: 109178
  ISSN: 0010-4825
  DOI: 10.1016/j.compbiomed.2024.109178
  BibTeX: Download
• Thies M., Wagner F., Maul N., Yu H., Goldmann M., Schneider LS., Gu M., Mei S., Folle L., Preuhs A., Manhart M., Maier A.:
  A gradient-based approach to fast and accurate head motion compensation in cone-beam CT
  In: IEEE Transactions on Medical Imaging (2024), p. 1-1
  ISSN: 0278-0062
  DOI: 10.1109/TMI.2024.3474250
  BibTeX: Download

Conference Contributions

• Thies M., Maul N., Mei S., Pfaff L., Vysotskaya N., Gu M., Utz J., Possart D., Folle L., Wagner F., Maier A.:
  Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images
  Medical Image Computing and Computer Assisted Intervention – MICCAI 2024
  In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, Cham: 2024
  DOI: 10.1007/978-3-031-72104-5_25
  BibTeX: Download
• Vysotskaya N., Maul N., Fusco A., Hazra S., Harnisch J., Arias Vergara T., Maier A.:
  Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing
  ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul, April 14, 2024 - April 19, 2024)
  In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New York City: 2024
  DOI: 10.1109/ICASSP48485.2024.10446988
  BibTeX: Download
• Thies M., Wagner F., Maul N., Mei S., Gu M., Pfaff L., Vysotskaya N., Yu H., Maier A.:
  On the influence of smoothness constraints in computed tomography motion compensation
  8th International Conference on Image Formation in X-Ray Computed Tomography (CT Meeting) (Bamberg, August 5, 2024 - August 9, 2024)
  URL: https://www.ct-meeting.org/?p=program
  BibTeX: Download

2023

Journal Articles

• Thies M., Wagner F., Maul N., Folle L., Meier M., Rohleder M., Schneider LS., Pfaff L., Gu M., Utz J., Denzinger F., Manhart M., Maier A.:
  Gradient-based geometry learning for fan-beam CT reconstruction
  In: Physics in Medicine and Biology 68 (2023), Article No.: 205004
  ISSN: 0031-9155
  DOI: 10.1088/1361-6560/acf90e
  URL: https://iopscience.iop.org/article/10.1088/1361-6560/acf90e
  BibTeX: Download
• Vysotskaya N., Will C., Servadei L., Maul N., Mandl C., Nau M., Harnisch J., Maier A.:
  Continuous Non-Invasive Blood Pressure Measurement Using 60 GHz-Radar—A Feasibility Study
  In: Sensors 23 (2023), p. 4111
  ISSN: 1424-8220
  DOI: 10.3390/s23084111
  BibTeX: Download

Conference Contributions

• Wagner F., Thies M., Maul N., Pfaff L., Aust O., Pechmann S., Syben C., Maier A.:
  Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography
  17th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) (Stony Brook University, NY, USA, July 16, 2023 - July 21, 2023)
  DOI: 10.48550/arXiv.2302.06436
  URL: https://arxiv.org/pdf/2302.06436.pdf
  BibTeX: Download
• Rohleder M., Pradel C., Wagner F., Thies M., Maul N., Denzinger F., Maier A., Kreher B.:
  Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation
  26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, October 8, 2023 - October 12, 2023)
  In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
  DOI: 10.1007/978-3-031-43898-1_6
  BibTeX: Download
• Wagner F., Thies M., Pfaff L., Maul N., Pechmann S., Gu M., Utz J., Aust O., Weidner D., Neag G., Uderhardt S., Choi JH., Maier A.:
  Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising
  28th International Conference on Information Processing in Medical Imaging, IPMI 2023 (San Carlos de Bariloche, ARG, June 18, 2023 - June 23, 2023)
  In: Alejandro Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
  DOI: 10.1007/978-3-031-34048-2_59
  BibTeX: Download
• Wagner F., Thies M., Pfaff L., Aust O., Pechmann S., Weidner D., Maul N., Rohleder M., Gu M., Utz J., Denzinger F., Maier A.:
  On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting
  20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
  In: Proceedings - International Symposium on Biomedical Imaging 2023
  DOI: 10.1109/ISBI53787.2023.10230511
  BibTeX: Download
• Thies M., Wagner F., Maul N., Pfaff L., Schneider LS., Syben C., Maier A.:
  Optimizing CT Scan Geometries With and Without Gradients
  17th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) (Stony Brook University, New York, July 16, 2023 - July 21, 2023)
  Open Access: https://arxiv.org/abs/2302.06251
  BibTeX: Download
• Pfaff L., Wagner F., Hoßbach J., Preuhs E., Maul N., Thies M., Denzinger F., Nickel MD., Wuerfl T., Maier A.:
  Robust multi-contrast MRI denoising using trainable bilateral filters without noise-free targets
  International Symposium on Biomedical Imaging (ISBI)
  BibTeX: Download
• Maul N., Zinn K., Wagner F., Thies M., Rohleder M., Pfaff L., Kowarschik M., Birkhold A., Maier A.:
  Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model
  28th International Conference on Information Processing in Medical Imaging, IPMI 2023 (San Carlos de Bariloche, June 18, 2023 - June 23, 2023)
  In: Alejandro Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
  DOI: 10.1007/978-3-031-34048-2_15
  BibTeX: Download

2022

Journal Articles

• Wagner F., Thies M., Denzinger F., Gu M., Patwari M., Ploner S., Maul N., Pfaff L., Huang Y., Maier A.:
  Trainable joint bilateral filters for enhanced prediction stability in low-dose CT
  In: Scientific Reports 12 (2022), Article No.: 17540
  ISSN: 2045-2322
  DOI: 10.1038/s41598-022-22530-4
  BibTeX: Download
• Maul N., Roser P., Birkhold A., Kowarschik M., Zhong X., Strobel N., Maier A.:
  Learning-based occupational x-ray scatter estimation
  In: Physics in Medicine and Biology 67 (2022)
  ISSN: 0031-9155
  DOI: 10.1088/1361-6560/ac58dc
  BibTeX: Download