Fuxin Fan

2024

Journal Articles

• Huijben EM., Terpstra ML., Galapon AJ., Pai S., Thummerer A., Koopmans P., Afonso M., van Eijnatten M., Gurney-Champion O., Chen Z., Zhang Y., Zheng K., Li C., Pang H., Ye C., Wang R., Song T., Fan F., Qiu J., Huang Y., Ha J., Sung Park J., Alain-Beaudoin A., Bériault S., Yu P., Guo H., Huang Z., Li G., Zhang X., Fan Y., Liu H., Xin B., Nicolson A., Zhong L., Deng Z., Müller-Franzes G., Khader F., Li X., Zhang Y., Hémon C., Boussot V., Zhang Z., Wang L., Bai L., Wang S., Mus D., Kooiman B., Sargeant CA., Henderson EG., Kondo S., Kasai S., Karimzadeh R., Ibragimov B., Helfer T., Dafflon J., Chen Z., Wang E., Perko Z., Maspero M.:
  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
  BibTeX: Download

Conference Contributions

• Fan F., Qiu J., Huang Y., Maier A.:
  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
  BibTeX: Download
• Mei S., Fan F., Wagner F., Thies M., Gu M., Sun Y., Maier A.:
  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
  BibTeX: Download
• Huang Y., Fan F., Gomaa A., Maier A., Fietkau R., Bert C., Putz F.:
  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
  BibTeX: Download
• Zhou Y., Schneider LS., Fan F., Maier A.:
  A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography
  (2024)
  DOI: 10.48550/arXiv.2401.16104
  BibTeX: Download
• Sun Y., Schneider LS., Fan F., Thies M., Gu M., Mei S., Zhou Y., Bayer S., Maier A.:
  Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series
  (2024)
  DOI: 10.48550/arXiv.2401.16039
  BibTeX: Download
• Liu C., Fan F., Schwarz A., Maier A.:
  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
  BibTeX: Download

2023

Journal Articles

• Fan F., Ritschl L., Beister M., Biniazan R., Wagner F., Kreher BW., Gottschalk T., Kappler S., Maier A.:
  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
  BibTeX: Download
• Huang Y., Maier A., Fan F., Kreher BW., Huang X., Fietkau R., Bert C., Putz F.:
  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
  BibTeX: Download

Conference Contributions

• Fan F., Wang Y., Ritschl L., Biniazan R., Beister M., Kreher BW., Huang Y., Kappler S., Maier A.:
  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
  BibTeX: Download
• Mei S., Fan F., Maier A.:
  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
  BibTeX: Download
• Fan F., Kreher BW., Keil H., Maier A., Huang Y.:
  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
  BibTeX: Download

2022

Journal Articles

• Fan F., Kreher BW., Keil H., Maier A., Huang Y.:
  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
  BibTeX: Download

2021

Journal Articles

• Huang Y., Fan F., Syben-Leisner C., Roser P., Mill L., Maier A.:
  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
  BibTeX: Download

2020

Conference Contributions

• Fan F., Qiu J., Wang J., Valianos S., Farooq MM., Fu W., Kordon F., Maier A.:
  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)
  BibTeX: Download