qurAI

Our PUBLICATIONS

journal articles

3TOTAL RESOURCES
J. L. van der Zande & L. Alvarez-Florez, R. H. J. A. Volleberg, C. Brás, D. Karkalousos, R. Nijveldt, N. van Royen, T. Leiner, N. Khalili, G. Litjens, J. Thannhauser, I. Išgum, "Deep Learning for Cardiac Image Analysis: Unveiling Advances in Deep Learning Architectures", JACC: Cardiovascular Imaging, 2026.
DOI
D. Karkalousos, I. Išgum, H. A. Marquering , M. W. A. Caan, "ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging", Computer Methods and Programs in Biomedicine, 2024; 256 (108377).
DOI | PMID
Beauferris, Y., Teuwen, J., Karkalousos, D., Moriakov, N., Caan, M., Yiasemis, G., Rodrigues, L., Lopes, A., Pedrini, H., Rittner, L., Dannecker, M., "Multi-Coil MRI Reconstruction Challenge—Assessing Brain MRI Reconstruction Models and Their Generalizability to Varying Coil Configurations", Frontiers in neuroscience, 2022; 16: 919186.
DOI | PMID

abstracts

1TOTAL RESOURCES
D. Karkalousos, I. Isgum, H. Marquering, M. W. A. Caan, "The Advanced Toolbox for Multitask Medical Imaging Consistency (ATOMMIC): A framework to facilitate Deep Learning in Magnetic Resonance Imaging", Medical Imaging with Deep Learning, 2024.
URL

phd theses

1TOTAL RESOURCES
D. Karkalousos, "Deep multitask learning for accelerating Magnetic Resonance Imaging", University of Amsterdam, The Netherlands, 2025.