Publications

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2025

Papers in international journals

  1. R. van der Waerden, R. Volleberg, T. Luttikholt, P. Cancian, J. van der Zande, G. Stone, N. Holm, E. Kedhi, J. Escaned, D. Pellegrini, G. Guagliumi, S. Mehta, N. Pinilla-Echeverri, R. Moreno, L. Räber, T. Roleder, B. van Ginneken, C. Sánchez, I. Išgum, N. van Royen and J. Thannhauser, "Artificial intelligence for the analysis of intracoronary optical coherence tomography images: a systematic review.", European Heart Journal Digital Health, 2025.
    Abstract DOI
  2. P. Cancian, S. Saitta, X. Gu, R. van Herten, T. Luttikholt, J. Thannhauser, R. Volleberg, R. der Waerden, J. der Zande, C.Sánchez, B. Ginneken, N. van Royen and I. Išgum, "Attenuation artifact detection and severity classification in intracoronary OCT using mixed image representations", Computer Science > Computer Vision and Pattern Recognition, 2025.
    DOI arXiv
  3. R. Volleberg, A. Rroku, J. Mol, R. Hermanides, M. van Leeuwen, B. Berta, M. Meuwissen, F. Alfonso, W. Wojakowski, A. Belkacemi, T. Roleder, E. Kedhi, N. van Royen, O. behalf of the (OCT-FFR) and P. investigators, "FFR-Negative Nonculprit High-Risk Plaques and Clinical Outcomes in High-Risk Populations: An Individual Patient-Data Pooled Analysis From COMBINE (OCT-FFR) and PECTUS-obs", Circulation: Cardiovascular Interventions, 2025.
    DOI
  4. R. Volleberg, D. Shin, R. van der Waerden, S. Saitta, J. Thannhauser, J. van der Zande, T. Luttikholt, P. Cancian, X. Gu, L. Heil, C. Sánchez, B. van Ginneken, I. Išgum, C. Calistro, L. Chong, A. Ansari, R. Shlofmitz, E. Shlofmitz, A. Jeremias, F. Sosa, D. Cohen, J. Moses, N. van Royen and Z. Ali, "TCT-1260 Deep Learning-Derived Plaque Burden for Intracoronary Optical Coherence Tomography: an Intravascular Ultrasound-Based Validation Study", Journal of the American College of Cardiology 86 (17_Supplement), B537-B538, 2025.
    DOI
  5. R. van der Waerden, J. van der Zande, P. Cancian, T. Luttikholt, L. Heil, X. Gu, J. Thannhauser, S. Saitta, C. Sánchez, B. van Ginneken, R. Volleberg, I. Išgum and N. van Royen, "TCT-1259 Artificial Intelligence-Based Volumetric Analysis of Coronary Calcifications and the Association with Plaque Vulnerability", Journal of the American College of Cardiology 86 (17_Supplement), B541-B541, 2025.
    DOI
  6. R. Volleberg, T. Luttikholt, R. van der Waerden, P. Cancian, J. van der Zande, X. Gu, J. Mol, T. Roleder, M. Prokop, C. Sánchez, B. van Ginneken, I. Išgum, S. Saitta, J. Thannhauser and N. van Royen, "Artificial intelligence-based identification of thin-cap fibroatheromas and clinical outcomes: the PECTUS-AI study", European Heart Journal, 2025.
    DOI
  7. T. Luttikholt, R. Volleberg, R. van der Waerden, J. van der Zande, L. Heil, P. Cancian, X. Gu, S. Saitta, C. Sánchez, B. van Ginneken, I. Išgum, J. Thannhauser and N. van Royen, "TCT-1263 Spatial Relationship Between Artificial Intelligence-Identified Thinnest Fibrous Cap Region and the Minimum Lumen Area", Journal of the American College of Cardiology 86 (17_Supplement), B544-B544, 2025.
    DOI
  8. R. Volleberg, A. Rroku, J. Mol, R. Hermanides, M. van Leeuwen, B. Berta, M. Meuwissen, F. Alfonso, W. Wojakowski, A. Belkacemi, G. Luca, L. Rodwell, T. Roleder, E. Kedhi and N. van Royen, "Impact of clinical risk characteristics on the prognostic value of high-risk plaques", EuroIntervention, 2025.
    DOI
  9. R. Volleberg, R. van der Waerden, T. Luttikholt, J. van der Zande, P. Cancian, X. Gu, J. Mol, S. Quax, M. Prokop, C. Sanchéz, B. van Ginneken, I. Išgum, J. Thannhauser, S. Saitta, T. Roleder and N. van Royen, "Comprehensive full-vessel segmentation and volumetric plaque quantification for intracoronary optical coherence tomography using deep learning", European Heart Journal: Digital Health, 2025.
    DOI
  10. R. Volleberg, P. Cancian and N. van Royen, "Optical Coherence Tomography in Motion: Potential Cause for Artifacts", JACC: Cardiovascular Interventions, 2025.
    DOI
  11. R. Volleberg, D. Shin, S. Saitta, R. Shlofmitz, E. Shlofmitz, A. Jeremias, R. van der Waerden, J. Thannhauser, N. van Royen and Z. Ali, "Deep Learning-Derived Plaque Burden for Intracoronary Optical Coherence Tomography: An Intravascular Ultrasound-Based Validation Study", JACC: Cardiovascular Interventions, 2025.
    DOI
  12. R. Volleberg, T. Luttikholt, J. van der Zande, R. van der Waerden, L. Heil, P. Cancian, X. Gu, S. Saitta, C. Sánchez, B. van Ginneken, I. Išgum, J. Thannhauser and N. van Royen, "TCT-1251 Artificial intelligence-based volumetric evaluation of the fibrous cap: the maximum thin-cap index within 4 mm", Journal of the American College of Cardiology 86 (17_Supplement), B537-B538, 2025.
    DOI
  13. J. van der Zande, R. van der Waerden, R. Volleberg, T. Luttikholt, L. Heil, P. Cancian, X. Gu, S. Saitta, C. Sánchez, B. van Ginneken, I. Išgum, T. Blanke, J. Thannhauser and N. van Royen, "TCT-1266 High-Risk Plaque Features in Non-Culprit Vessels of ACS Patients: Insights from AI-Driven OCT Analysis", Journal of the American College of Cardiology 86 (17_Supplement), B541-B542, 2025.
    DOI
  14. T. Luttikholt, J. Thannhauser and N. van Royen, "Detection of large areas of thin-cap fibroatheroma in a recurrent STEMI patient using a novel artificial intelligence algorithm: moving from 2D to 3D", European Heart Journal, 2025.
    DOI