Weilin Fu

2022

Conference Contributions

• Fu W., Husvogt L., Breininger K., Schaffert R., Abu-Qamar O., Fujimoto JG., Maier A.:
  Form Follows Function: Smart Network Design Enables Zero-shot Network Reuse
  German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
  In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
  DOI: 10.1007/978-3-658-36932-3_26
  BibTeX: Download

2021

Journal Articles

• Fu W., Breininger K., Schaffert R., Pan Z., Maier A.:
  “Keep it simple, scholar”: an experimental analysis of few-parameter segmentation networks for retinal vessels in fundus imaging
  In: International Journal of Computer Assisted Radiology and Surgery (2021)
  ISSN: 1861-6410
  DOI: 10.1007/s11548-021-02340-1
  BibTeX: Download

Conference Contributions

• Reimann M., Fu W., Maier A.:
  Novel Evaluation Metrics for Vascular Structure Segmentation
  German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
  In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
  DOI: 10.1007/978-3-658-33198-6_20
  BibTeX: Download
• Diehm J., Hermann R., Pertlwieser T., Cheng W., Fu W., Kordon F., Maier A.:
  ScanRacer – Fast Track Annotation of Segmentation Masks in Volumetric Medical Images
  HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
  BibTeX: Download
• Fu W., Mill L., Seitz S., Geimer T., Kling L., Possart D., Christiansen S., Maier A.:
  Towards Mouse Bone X-ray Microscopy Scan Simulation
  German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
  In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
  DOI: 10.1007/978-3-658-33198-6_32
  BibTeX: Download
• Sukesh R., Goshika SK., Narayanan SS., Bhombore VV., Fu W., Kordon F., Maier A.:
  Velo-CT – A Collaborative 3D Racing Game as Incentive for Medical Image Annotation
  HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
  BibTeX: Download

2020

Conference Contributions

• Bayer S., Zhong X., Fu W., Ravikumar N., Maier A.:
  Analyzing an Imitation Learning Network for Fundus Image Registration Using a Divide-and-Conquer Approach
  Bildgebung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
  In: Springer (ed.): Algorithmen – Systeme – Anwendungen. Proceedings des Workshops 2020
  DOI: 10.1007/978-3-658-29267-6_67
  BibTeX: Download
• Fu W., Breininger K., Pan Z., Maier A.:
  Degenerating u-net on retinal vessel segmentation: What do we really need?
  International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
  In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
  DOI: 10.1007/978-3-658-29267-6_7
  BibTeX: Download
• Bayer S., Zhong X., Fu W., Ravikumar N., Maier A.:
  Imitation learning network for fundus image registration using a divide-and-conquer approach
  International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
  In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
  DOI: 10.1007/978-3-658-29267-6_67
  BibTeX: Download
• Fu W., Husvogt L., Ploner S., Fujimoto JG., Maier A.:
  Modularization of deep networks allows cross-modality reuse: lesson learnt
  International workshop on Algorithmen - Systeme - Anwendungen, 2020 (Berlin, March 15, 2020 - March 17, 2020)
  In: Thomas Tolxdorff, Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus H. Maier-Hein, Christoph Palm (ed.): Informatik aktuell 2020
  DOI: 10.1007/978-3-658-29267-6_61
  BibTeX: Download
• 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

2019

Journal Articles

• Maier A., Syben-Leisner C., Stimpel B., Würfl T., Hoffmann M., Schebesch F., Fu W., Mill L., Kling L., Christiansen SH.:
  Learning with Known Operators reduces Maximum Training Error Bounds.
  In: Nature Machine Intelligence 1 (2019), p. 373-380
  ISSN: 2522-5839
  DOI: 10.1038/s42256-019-0077-5
  BibTeX: Download

Conference Contributions

• Fu W., Breininger K., Schaffert R., Ravikumar N., Maier A.:
  A Divide-and-Conquer Approach towards Understanding Deep Networks
  MICCAI 2019 (Shenzhen, China, October 13, 2019 - October 17, 2019)
  In: Dinggang Shen, Tianming Liu, Terry M. Peters, Lawrence H. Staib, Caroline Essert, Sean Zhou, Pew-Thian Yap, Ali Khan (ed.): Medical Image Computing and Computer Assisted Intervention (MICCAI 2019), Shenzhen: 2019
  DOI: 10.1007/978-3-030-32239-7_21
  URL: https://link.springer.com/chapter/10.1007/978-3-030-32239-7_21
  BibTeX: Download

2018

Conference Contributions

• Fu W., Breininger K., Schaffert R., Ravikumar N., Würfl T., Fujimoto JG., Moult EM., Maier A.:
  Frangi-Net: A Neural Network Approach to Vessel Segmentation
  BildVerarbeitung für die Medizin (BVM) 2018 (Erlangen, March 11, 2018 - March 13, 2018)
  In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): BildVerarbeitung für die Medizin (BVM) 2018, Berlin, Heidelberg: 2018
  DOI: 10.1007/978-3-662-56537-7_87
  URL: https://arxiv.org/abs/1711.03345
  BibTeX: Download