Fuxin Fan
Fuxin Fan, M. Sc.
Academic CV
- Since 09/2021:
Ph.D. candidate in Pattern Recognition Lab, Department of Computer Science 5, FAU, Erlangen, Germany - 10/2018 – 04/2021
Master of Medical Engineering, Department of Computer Science 5, FAU, Erlangen, Germany - 09/2014 – 07/2018
Bachelor in Biomedical Engineering, College of Engineering, Peking University, China
Projects
No projects found.
Publications
2025
Conference Contributions
Experimental Evaluation of Metal Artifact Avoidance and Reduction for Anterior Cervical Discectomy and Fusion Surgery
Medical Imaging 2025: Physics of Medical Imaging (San Diego, CA, USA, February 17, 2025 - February 21, 2025)
In: John M. Sabol, Ke Li, Shiva Abbaszadeh (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2025
DOI: 10.1117/12.3046299
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2024
Journal Articles
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report
In: Medical Image Analysis 97 (2024), Article No.: 103276
ISSN: 1361-8415
DOI: 10.1016/j.media.2024.103276
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Conference Contributions
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion
The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2409.05982
URL: https://arxiv.org/pdf/2409.05982
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Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models
The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2404.03541
URL: https://arxiv.org/pdf/2404.03541
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Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data
The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2409.08800
URL: https://arxiv.org/pdf/2409.08800
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A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography
(2024)
DOI: 10.48550/arXiv.2401.16104
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Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series
(2024)
DOI: 10.48550/arXiv.2401.16039
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Cut to the Mix: Simple Data Augmentation Outperforms Elaborate Ones in Limited Organ Segmentation Datasets
27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024 (Marrakesh, MAR, October 6, 2024 - October 10, 2024)
In: Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-72111-3_14
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2023
Journal Articles
Simulation-driven training of vision transformers enables metal artifact reduction of highly truncated CBCT scans
In: Medical Physics (2023)
ISSN: 0094-2405
DOI: 10.1002/mp.16919
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Deep learning for perspective deformation correction in X-ray imaging
In: Radiotherapy and Oncology 182 (2023), p. S1404
ISSN: 0167-8140
DOI: 10.1016/S0167-8140(23)66608-3
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Conference Contributions
Metal-conscious Embedding for CBCT Projection Inpainting
IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230412
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Metal Inpainting in CBCT Projections Using Score-based Generative Model
IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230638
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Abstract: Fiducial Marker Recovery and Detection From Severely Truncated Data in Navigation-Assisted Spine Surgery
Bildverarbeitung für die Medizin 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Deserno, T.M., Handels, H., Maier, A., Maier-Hein, K., Palm, C., Tolxdorff, T. (ed.): Bildverarbeitung für die Medizin 2023, Wiesbaden: 2023
DOI: 10.1007/978-3-658-41657-7_4
URL: https://link.springer.com/chapter/10.1007/978-3-658-41657-7_4
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2022
Journal Articles
Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15617
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2021
Journal Articles
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems
In: Medical Image Analysis 70 (2021), Article No.: ARTN 102028
ISSN: 1361-8415
DOI: 10.1016/j.media.2021.102028
URL: https://www.sciencedirect.com/science/article/abs/pii/S1361841521000748
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2020
Conference Contributions
Odin’s Eye – A Close Look at Gamification of Labelling of Ophthalmic Diseases
Joint Conference of the GMDS & CEN-IBS 2020 (Online Streaming, September 6, 2020 - September 9, 2020)
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Lectures
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