Personal profile
Artificial Intelligence Expert
- Computer Vision
- Health and Well-being
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Dive into the research topics where Patryk Rygiel is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Application of Fully Convolutional Neural Networks in the Assessment of Cerebral White Matter Involvement in Primary Sjögren’s Syndrome
Sobański, M., Gajowczyk, M., Rygiel, P., Sobańska, M., Korbecki, A., Litwinowicz, K., Kacała, A., Korbecka, J., Zdanowicz-Ratajczyk, A., Dziadkowiak, E., Sebastian, M., Wiland, P., Trybek, G., Sebastian, A. & Bladowska, J., Mar 2026, In: Neuroinformatics. 24, 1, 15 p., 3.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Downloads (Pure) -
Beyond Pixels: Medical Image Quality Assessment with Implicit Neural Representations
Özer, C., Rygiel, P., de Wilde, B., Öksüz, I. & Wolterink, J. M., Jan 2026, Machine Learning in Medical Imaging: 16th International Workshop, MLMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings. Cui, Z., Rekik, I., Suk, H.-I., Ouyang, X., Sun, K. & Wang, S. (eds.). Cham: Springer, p. 359-368 10 p. (Lecture Notes in Computer Science; vol. 16241).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Geometric deep learning for local growth prediction on abdominal aortic aneurysm surfaces
Alblas, D., Rygiel, P., Suk, J., Kappe, K. O., Hofman, M., Brune, C., Yeung, K. K. & Wolterink, J. M., Feb 2026, In: Artificial intelligence in medicine. 172, 12 p., 103323.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
GReAT: Leveraging Geometric Artery Data to Improve Wall Shear Stress Assessment
Suk, J., Wentzel, J. J., Rygiel, P., Daemen, J., Rueckert, D. & Wolterink, J. M., Oct 2026, Shape in Medical Imaging: International Workshop, ShapeMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings. Wachinger, C., Luijten, G., Egger, J., Elhabian, S. & Gopinath, K. (eds.). Cham: Springer, p. 277-291 15 p. (Lecture Notes in Computer Science; vol. 16171).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Active Learning for Deep Learning-Based Hemodynamic Parameter Estimation
Rygiel, P., Suk, J., Yeung, K. K., Brune, C. & Wolterink, J. M., 5 Mar 2025, ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile25 Downloads (Pure)
Datasets
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AAA-100: A Curated Dataset of 3D Watertight Abdominal Aortic Aneurysm Models
Rygiel, P. (Creator), Alblas, D. (Creator), Brune, C. (Creator), Smorenburg, S. (Creator), Yeung, K. K. (Creator) & Wolterink, J. M. (Creator), Zenodo, 5 Apr 2024
DOI: 10.5281/zenodo.10932956, https://zenodo.org/records/10932957 and one more link, https://doi.org/10.5281/zenodo.10932957 (show fewer)
Dataset