Research output per year
Research output per year
Personal profile
Research interests
Prediction of intracranial aneurysm development using advanced machine learning and image analysis techniques.
Biography
Iris Vos graduated in Medical Engineering at Eindhoven University of Technology in 2020. After her graduation project, she started her PhD at the Image Sciences Institute under supervision of dr. Hugo Kuijf, dr. Ynte Ruigrok, and prof. Birgitta Velthuis. Her research focusses on predicting intracranial aneurysm development using advanced machine learning and image analysis techniques.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Anatomical differences of intracranial arteries according to sex: a systematic review and meta-analysis
Ophelders, M. E. H., van Eldik, M. J. A., Vos, I. N., Beentjes, Y. S., Velthuis, B. K. & Ruigrok, Y. M., Feb 2024, In: Journal of neuroradiology. 51, 1, p. 10-15 6 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile17 Downloads (Pure) -
Anatomical Markers Associated With the Presence of Intracranial Aneurysms in Individuals Screened for Aneurysms
Vos, I., van Tuijl, R., Mensing, L., Ophelders, M., Velthuis, M., Zuithoff, P., Rinkel, G., Kuijf, H., Zwanenburg, J., van der Schaaf, I., Velthuis, B. & Ruigrok, Y., 3 May 2024, In: Stroke: Vascular and Interventional Neuroloy. e1299.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
Graph convolutional networks for automated intracranial artery labeling
Vos, I. N., Ruigrok, Y. M., Bhat, I. R., Timmins, K. M., Velthuis, B. K. & Kuijf, H. J., 15 Feb 2024, In: Journal of Medical Imaging. 11, 1, 014007.Research output: Contribution to journal › Article › Academic › peer-review
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Calibration techniques for node classification using graph neural networks on medical image data
Vos, I., Bhat, I., Velthuis, B., Ruigrok, Y. & Kuijf, H., 5 Apr 2023, Medical Imaging with Deep Learning. 2023..Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile21 Downloads (Pure) -
Geometric Deep Learning using Vascular Surface Meshes for Modality-Independent Unruptured Intracranial Aneurysm Detection
Timmins, K. M., Van der Schaaf, I. C., Vos, I. N., Ruigrok, Y. M., Velthuis, B. K. & Kuijf, H. J., Nov 2023, In: IEEE transactions on medical imaging. 42, 11, p. 3451-3460 10 p.Research output: Contribution to journal › Article › Academic › peer-review