Noah Maul

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