Publications of Ivana Išgum

2026

Papers in international journals

1. L. Heil, R. van der Waerden, R. Volleberg, J. Thannhauser, J. van der Zande, T. Luttikholt, P. Cancian, X. Gu, B. van Ginneken, C. Gutierrez, I. Išgum, N. van Royen and S. Saitta, "Uncertainty Analysis in Intravascular Oct Segmentation", 2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI), 2026.
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2. R. van der Waerden, J. van der Zande, S. Saitta, R. Volleberg, J. Mol, P. Cancian, T. Luttikholt, X. Gu, L. Heil, M. van Leeuwen, M. Meuwissen, A. Protopopov, P. Laanmets, O. Krestyaninov, R. Dennert, R. Oemrawsingh, J. van Kuijk, K. Arkenbout, D. van der Heijden, E. Kedhi, T. Roleder, C. Sánchez, B. van Ginneken, I. Išgum, J. Thannhauser and N. van Royen, "Automated segmentation and clinical characterization of layered plaque in intracoronary optical coherence tomography", IJC Heart & Vasculature, 2026;67:102025.
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3. J. van der Zande, L. Alvarez-Florez, R. Volleberg, C. Brás, D. Karkalousos, R. Nijveldt, N. van Royen, T. Leiner, N. Khalili, G. Litjens, J. Thannhauser and I. Išgum, "Deep Learning for Cardiac Image Analysis: Unveiling Advances in Deep Learning Architectures", JACC: Cardiovascular Imaging, 2026.
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4. R. van der Waerden, R. Volleberg, P. Cancian, J. van der Zande, T. Luttikholt, X. Gu, L. Heil, J. Mol, K. Nishimiya, T. Roleder, C. Sánchez, B. van Ginneken, J. Thannhauser, N. van Royen, I. Išgum and S. Saitta, "Near real-time multi-class segmentation for intravascular optical coherence tomography using knowledge distillation", Eur Heart J Digit Health, 2026.
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5. R. van der Waerden, J. van der Zande, J. Mol, P. Cancian, T. Luttikholt, X. Gu, L. Heil, T. Roleder, J. Thannhauser, S. Saitta, C. Sánchez, B. van Ginneken, I. Išgum, N. van Royen and R. Volleberg, "Lesion-Level Association Between Artificial Intelligence-Derived Coronary Calcium Volume and Plaque Vulnerability", JACC: Advances, 2026.
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6. L. Heil, T. Luttikholt, J. van der Zande, J. Mol, R. van der Waerden, P. Cancian, X. Gu, C. Sánchez, B. van Ginneken, I. Išgum, S. Saitta, J. Thannhauser, N. van Royen and R. Volleberg, "Artificial Intelligence-Derived Volumetric High-Risk Plaque Features Are Predominantly Located Proximal to Maximal Luminal Stenosis", Circulation: Cardiovascular Interventions, 2026:e017300.
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