D. Alblas MSc (Dieuwertje)

Promovendus
EEMCS-AM-MIA
Zilverling 2110
d.alblas@utwente.nl
+31534891250
Visitekaartje

Expertises

  • Computer Science

    • Models
    • Neural Representation
    • Segmentation
    • Convolutional Neural Network
    • Driven Approach
    • Graph Neural Network
    • Quality Assurance
    • Rotation Invariant

Organisaties

Publicaties

2024
Global Control for Local SO(3)-Equivariant Scale-Invariant Vessel Segmentation. ArXiv.org. Rygiel, P., Alblas, D., Brune, C., Yeung, K. K. & Wolterink, J. M.https://doi.org/10.48550/arXiv.2403.15314
2023
SIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks. ArXiv.org. Alblas, D., Suk, J. M., Brune, C., Yeung, K. K. & Wolterink, J. M.A Joint Data- and Model-Driven Approach Simulating the Behaviour of a Walkalong Glider. Cambridge University Press. Alblas, D., van den Bosch, M., Feigl, Z., Klomp, L. J., Rottschäfer, V., Schwenninger, F., Spek, L., Weedage, L. & Zeijlemaker, S.https://doi.org/10.33774/miir-2023-p957pUncertainty-based quality assurance of carotid artery segmentationIn Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (UNSURE) (Accepted/In press). Thibeau-Sutre, E., Alblas, D., Buurman, S., Brune, C. & Wolterink, J. M.Implicit Neural Representations for Modeling of Abdominal Aortic Aneurysm ProgressionIn Functional Imaging and Modeling of the Heart - 12th International Conference, FIMH 2023, Proceedings (pp. 356-365). Springer. Alblas, D., Hofman, M., Brune, C., Yeung, K. K. & Wolterink, J. M.https://doi.org/10.1007/978-3-031-35302-4_37
2022
Going Off-Grid: Continuous Implicit Neural Representations for 3D Vascular Modeling, 1-12. Alblas, D., Brune, C., Yeung, K. K. & Wolterink, J. M.Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical PriorsIn Medical Imaging 2022: Image Processing, Article 120320Y. SPIE. Alblas, D., Brune, C. & Wolterink, J. M.https://doi.org/10.1117/12.2611112Going Off-Grid: Continuous Implicit Neural Representations for 3D Vascular ModelingIn Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers: 13th International Workshop, STACOM 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers (pp. 79-90). Alblas, D., Brune, C., Yeung, K. K. & Wolterink, J. M.https://doi.org/10.1007/978-3-031-23443-9_8
2021
Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors. ArXiv.org. Alblas, D., Brune, C. & Wolterink, J. M.https://arxiv.org/abs/2112.01137

Onderzoeksprofielen

Vakken collegejaar 2023/2024

Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.

Vakken collegejaar 2022/2023

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