About
I am coming from mathematics and computer science background and received my Master degree from Belarusian State University. During my studies and a bit after I acquired experience working as software engineer and later mid- and senior R&D software engineer for 4 years. Nevertheless, my hear brought me back to academia where I started as a PhD candidate at Eindhoven University of Technology working on fiber tractography in Diffusion MRI for neurosurgery planning of brain tumor patients. And now my postdoc is dedicated to segmentation and registration tasks for abdomen surgery navigation using CT and ultrasound.
Last 5 publications
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A. Zhylka, N. Sollmann, F. Kofler, A. Radwan, A. De Luca, J. Gempt, B. Wiestler, B. Menze, A. Schroeder, C. Zimmer, J. Kirschke, S. Sunaert, A. Leemans, S. Krieg, J. Pluim, "Reconstruction of the Corticospinal Tract in Patients with Motor-Eloquent High-Grade Gliomas Using Multilevel Fiber Tractography Combined with Functional Motor Cortex Mapping", American Journal of Neuroradiology, 2023, 44;(3):283-290
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A. Zhylka, A. Leemans, J. P. W. Pluim, A. De Luca, "Anatomically informed multi-level fiber tractography for targeted virtual dissection", Magnetic Resonance Materials in Physics, Biology and Medicine, 2022, 36;(1):79-93
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C. Maffei, G. Girard, K. G. Schilling, D. B. Aydogan, N. Adluru, A. Zhylka, Y. Wu, M. Mancini, A. Hamamci, A. Sarica, A. Teillac, S. H. Baete, D. Karimi, F. Yeh, M. E. Yildiz, A. Gholipour, Y. Bihan-Poudec, B. Hiba, A. Quattrone, A. Quattrone, T. Boshkovski, N. Stikov, P. Yap, A. De Luca, J. Pluim, A. Leemans, V. Prabhakaran, B. B. Bendlin, A. L. Alexander, B. A. Landman, E. J. Canales-Rodríguez, M. Barakovic, J. Rafael-Patino, T. Yu, G. Rensonnet, S. Schiavi, A. Daducci, M. Pizzolato, E. Fischi-Gomez, J. Thiran, G. Dai, G. Grisot, N. Lazovski, S. Puch, M. Ramos, P. Rodrigues, V. Prčkovska, R. Jones, J. Lehman, S. N. Haber, A. Yendiki, "Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI", NeuroImage, 2022, 257
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A. M. Radwan, L. Emsell, J. Blommaert, A. Zhylka, S. Kovacs, T. Theys, N. Sollmann, P. Dupont, S. Sunaert, "Virtual brain grafting: Enabling whole brain parcellation in the presence of large lesions", NeuroImage, 2021, 229
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S. Shit, J. C. Paetzold, A. Sekuboyina, I. Ezhov, A. Unger, A. Zhylka, J. P. W. Pluim, U. Bauer, B. H. Menze, "cldice - a novel topology-preserving loss function for tubular structure segmentation", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021