qurAI

Our PUBLICATIONS

journal articles

4TOTAL RESOURCES
R. L. M. van Herten, I. Lagogiannis, T. Leiner, I. Išgum , "The role of artificial intelligence in coronary CT angiography", Netherlands Heart Journal, 2024: 1-9.
DOI
R. L. M. Van Herten, N. Hampe, R. A. P. Takx, K. J. Franssen, Y. Wang, D. Suchá, J. P. Henriques, T. Leiner, R. N. Planken, I. Išgum, "Automatic Coronary Artery Plaque Quantification and CAD-RADS Prediction using Mesh Priors", IEEE Transactions on Medical Imaging, 2023.
DOI | PMID | ALGORITHM
L. de Vries, R. L. M. van Herten, J. W. Hoving, I. Išgum, B. J. Emmer, C. B. L. M. Majoie, H. A. Marquering, E. Gavves, "Spatio-temporal physics-informed learning: A novel approach to CT perfusion analysis in acute ischemic stroke", Medical Image Analysis, 2023.
DOI | PMID
S.G.M. van Velzen, M.M. Dobrolinska, P. Knaapen, R.L.M. van Herten, R. Jukema, I. Danad, R.H.J.A. Slart, M.J.W. Greuter and I. Isgum, "Automated cardiovascular risk categorization through AI-driven coronary calcium quantification in cardiac PET acquired attenuation correction CT", Journal of Nuclear Cardiology, 2022.
DOI | PMID

inproceedings

6TOTAL RESOURCES
P. Cancian, S. Saitta, X. Gu, R. L.M. van Herten, T. J. Luttikholt, J. Thannhauser, R. H.J.A. Volleberg, R. G.A. van der Waerden, J. L. van der Zande, C. I. Sánchez, B. van Ginneken, N. van Royen, I. Išgum, "Attenuation artifact detection and severity classification in coronary OCT using mixed image representations", SPIE Medical Imaging, 2025.
L. de Vries, R. L. M.Van Herten, J. W. Hoving, I. Isgum, B. Emmer, C. B. Majoie, H. Marquering, S. Gavves, "Accelerating physics-informed neural fields for fast CT perfusion analysis in acute ischemic stroke", Medical Imaging with Deep Learning, 2024.
URL
L. van Harten, R. L. M. Van Herten, I. Isgum, "REINDIR: Repeated Embedding Infusion for Neural Deformable Image Registration", Medical Imaging with Deep Learning, 2024.
URL
N. Hampe, S. G. M. Van Velzen, J. P. Aben, R. L. M. van Herten, C. Collet, I. Išgum, "Deep learning-based prediction of fractional flow reserve after invasive coronary artery treatment", SPIE Medical Imaging, Image Processing, 2024; 12926: 100-107.
R.L.M. van Herten, L. van Harten, N. Planken, I. Isgum, "Generative Adversarial Networks for Coronary CT Angiography Acquisition Protocol Correction with Explicit Attenuation Constraints", Medical Imaging with Deep Learning, 2023; 227: 1288-1303.
URL
L. van Harten, R.L.M. van Herten, J. Stoker and I. Isgum, "Deformable Image Registration with Geometry-informed Implicit Neural Representations", Medical Imaging with Deep Learning, 2023; 227: 730-742.
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