Laura Pfaff
Laura Pfaff, M. Sc.
Academic CV
- Since 03/2022:
Ph.D. student at Pattern Recognition Lab, FAU Erlangen-Nürnberg - 10/2018 – 06/2021:
M.Sc. Medical Engineering, FAU Erlangen-Nürnberg - 02/2020 – 06/2020:
Semester abroad at University of Sheffield, England - 10/2014 – 04/2018:
B.Sc. Medical Engineering, FAU Erlangen-Nürnberg - 03/2017 – 07/2017:
Bachelor’s thesis at Universidad Politécnica de Madrid, Spain
Projects
No projects found.
Publications
2023
Journal Articles
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
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Conference Contributions
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
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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
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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
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Quantitative evaluation of denoising algorithms without noise-free ground-truth data
ISMRM
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Robust multi-contrast MRI denoising using trainable bilateral filters without noise-free targets
International Symposium on Biomedical Imaging (ISBI)
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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
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Unsupervised denoising of prostate DWI
ISMRM
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2022
Journal Articles
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
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Conference Contributions
Training a tunable, spatially-adaptive denoiser without clean targets
ISMRM
BibTeX: Download
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Lectures
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