Fabio Musio

Projects

• GEMINI: A Generation of Multi-scale Digital Twins of Ischaemic and Haemorrhagic Stroke Patients / Team member / ongoing
• Deep Brain Vessel Profiler / Team member / completed

Publications

• Vos, Iris N.; Ruigrok, Ynte M.; Bennink, Edwin; Velthuis, Mireille R.E.; Paic, Barbara; Ophelders, Maud E.H.; Buser, Myrthe A.D.; van der Velden, Bas H.M.; Geng, Chen; Coupet, Matthieu; Dumais, Félix; Galdran, Adrian; Zhang, Junyi; Liu, Wei; Ma, Ting; Nair, Madhu S.; Naudin, Mathieu; K.P., Preena; Pillai, Keerthi A.S.; Shi, Pengcheng; Urruty, Thierry; Dai, Yakang; Yang, Kaiyuan; Musio, Fabio; Menze, Bjoern H.; Velthuis, Birgitta K.; Kuijf, Hugo J.,

  2025.

  Evaluation of techniques for automated classification and artery quantification of the circle of Willis on TOF-MRA images : the CROWN challenge.

  Medical Image Analysis.

  105(103650).

  Available from: https://doi.org/10.1016/j.media.2025.103650

• Dima, Alina F.; Shit, Suprosanna; Qiu, Huaqi; Holland, Robbie; Mueller, Tamara T.; Musio, Fabio; Yang, Kaiyuan; Menze, Bjoern; Braren, Rickmer; Makowski, Marcus R.; Rueckert, Daniel,

  2025.

  Parametric shape models for vessels learned from segmentations via differentiable voxelization[paper].

  In:

  Wachinger, Christian; Luijten, Gijs; Elhabian, Shireen; Gopinath, Karthik; Egger, Jan, eds.,

  Shape in Medical Imaging.

  Workshop on Shape in Medical Imaging (ShapeMI MICCAI), Daejeon, South Korea, 27. September 2025.

  Cham:

  Springer Nature.

  pp. 247-261.

  Lecture Notes in Computer Science ; 16171.

  Available from: https://doi.org/10.1007/978-3-032-06774-6_19

• Prabhakar, Chinmay; Shit, Suprosanna; Musio, Fabio; Yang, Kaiyuan; Amiranashvili, Tamaz; Paetzold, Johannes C.; Li, Hongwei Bran; Menze, Bjoern,

  2024.

  3D Vessel Graph Generation Using Denoising Diffusion[paper].

  In:

  Linguraru, Marius George; Dou, Qi; Feragen, Aasa; Giannarou, Stamatia; Glocker, Ben; Lekadir, Karim; Schnabel, Julia A., eds.,

  Medical Image Computing and Computer Assisted Intervention – MICCAI 2024.

  27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Marrakesh, Marocco, 6-10 October 2024.

  Cham:

  Springer Nature.

  pp. 3-13.

  Lecture Notes in Computer Science ; 15011.

  Available from: https://doi.org/10.1007/978-3-031-72120-5_1

• Musio, Fabio; Yang, Kaiyuang; Shit, Suprosanna; Prabhakar, Chinmay; Juchler, Norman; Menze, Björn; Hirsch, Sven,

  2024.

  Quantitative evaluation of the Circle of Willis vascular architecture in 3D CT and MR angiography[paper].

  In:

  Nithiarasu, Perumal; Lohner, Rainald, eds.,

  CMBE24: 8th International Conference on Computational & Mathematical Biomedical Engineering.

  8th International Conference on Computational and Mathematical Biomedical Engineering (CMBE24), Arlington, VA, USA, 24-26 June 2024.

  Computational & Mathematical Biomedical Engineering.

  pp. 563-566.

  Available from: https://doi.org/10.21256/zhaw-31451

• Musio, Fabio; Juchler, Norman; Yang, Kaiyuan; Menze, Björn; Hirsch, Sven,

  2023.

  Circle of Willis configurations in stroke patients.

  In:

  19th Interdisciplinary Cerebrovascular Symposium, Geneva, Switzerland, 17-19 August 2023.

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