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

Articles in scientific journal, peer-reviewed

• Musio, F., Juchler, N., Yang, K., Shit, S., Prabhakar, C., Menze, B., & Hirsch, S. (2026). Circle of Willis centerline graphs : a dataset and baseline algorithm. Neuroscience Informatics, 6(1), 100265. https://doi.org/10.1016/j.neuri.2026.100265
• Vos, I. N., Ruigrok, Y. M., Bennink, E., Velthuis, M. R. E., Paic, B., Ophelders, M. E. H., Buser, M. A. D., van der Velden, B. H. M., Geng, C., Coupet, M., Dumais, F., Galdran, A., Zhang, J., Liu, W., Ma, T., Nair, M. S., Naudin, M., K.P., P., Pillai, K. A. S., et al. (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). https://doi.org/10.1016/j.media.2025.103650

Written conference contributions, peer-reviewed

• Dima, A. F., Shit, S., Qiu, H., Holland, R., Mueller, T. T., Musio, F., Yang, K., Menze, B., Braren, R., Makowski, M. R., & Rueckert, D. (2025). Parametric shape models for vessels learned from segmentations via differentiable voxelization [Conference paper]. In C. Wachinger, G. Luijten, S. Elhabian, K. Gopinath, & J. Egger (Eds.), Shape in Medical Imaging (pp. 247–261). Springer Nature. https://doi.org/10.1007/978-3-032-06774-6_19
• Musio, F., Yang, K., Shit, S., Prabhakar, C., Juchler, N., Menze, B., & Hirsch, S. (2024). Quantitative evaluation of the Circle of Willis vascular architecture in 3D CT and MR angiography [Conference paper]. In P. Nithiarasu & R. Lohner (Eds.), CMBE24: 8th International Conference on Computational & Mathematical Biomedical Engineering (Vol. 2, pp. 563–566). Computational & Mathematical Biomedical Engineering. https://doi.org/10.21256/zhaw-31451
• Prabhakar, C., Shit, S., Musio, F., Yang, K., Amiranashvili, T., Paetzold, J. C., Li, H. B., & Menze, B. (2024). 3D Vessel Graph Generation Using Denoising Diffusion [Conference paper]. In M. G. Linguraru, Q. Dou, A. Feragen, S. Giannarou, B. Glocker, K. Lekadir, & J. A. Schnabel (Eds.), Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 (pp. 3–13). Springer Nature. https://doi.org/10.1007/978-3-031-72120-5_1

Oral conference contributions and abstracts

Musio, F., Juchler, N., Yang, K., Menze, B., & Hirsch, S. (2023, August 18). Circle of Willis configurations in stroke patients. 19th Interdisciplinary Cerebrovascular Symposium, Geneva, Switzerland, 17-19 August 2023.

Research data

Riedel, Evamaria Olga; de la Rosa, Ezequiel; Baran, The Anh; Hernandez Petzsche, Moritz; Baazaoui, Hakim; Yang, Kaiyuan; Musio, Fabio Antonio; Huang, Houjing; Robben, David; Seia, Joaquin Oscar; Wiest, Roland; Reyes, Mauricio; Su, Ruisheng; Zimmer, Claus; Boeckh-Behrens, Tobias; Berndt, Maria; Menze, Bjoern; Rueckert, Daniel; Wiestler, Benedikt; Wegener, Susanne; Kirschke, Jan Stefan, 2025. ISLES'24 : a real-world longitudinal multimodal stroke dataset. Zenodo. Available from: https://doi.org/10.5281/zenodo.17652035

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