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Ivana Išgum

Amsterdam UMC

64H-index
344Paper Count
1.7WCitation Count
Published Papers 133
Publication Date
The relation between cardiovascular calcifications and diffuse idiopathic skeletal hyperostosis
err2026-08-12
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errNetanja I. Harlianto; Esther Pompe; Wouter Foppen; Jonneke S. Kuperus; Ivana Isgum; Jorrit-Jan Verlaan; Pim A. de Jong; Rozemarijn Vliegenthart; Firdaus A.A. Mohamed Hoesein
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GraphMorph centerline dice loss for small bowel volume segmentation in 3D cine-MRI
err2026-05-19
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errLishan Cai; Zdenko van Kesteren; Thomas van Orden; Catharina Sophia de Jonge; Jaap Stoker; Magdalena Drozka; Arjan Bel; Ivana Isgum; Colette B.M. van den Broek; Martin Oswald; Yunchao Yin
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Deep Learning for Cardiac Image Analysis
err2026-05-01
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errJoske L. van der Zande; Laura Alvarez-Florez; Rick H.J.A. Volleberg; Carolina Brás; Dimitrios Karkalousos; Robin Nijveldt; Niels van Royen; Tim Leiner; Nadieh Khalili; Geert Litjens; Jos Thannhauser; Ivana Išgum
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Deep generative models for vessel segmentation in CT angiography of the brain
err2026-01-05
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errHenk van Voorst; Jiahang Su; Praneeta R. Konduri; Charles B.L.M. Majoie; Yvo B.W.E.M. Roos; Bart J. Emmer; Henk A. Marquering; Bob D. de Vos; Matthan W.A. Caan; Ivana Išgum
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Patients with persistent atrial fibrillation and metabolic comorbidities have an altered inflammatory state of atrial epicardial adipose tissue, which is linked to CT-attenuation
err2025-12-26
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errEva R. Meulendijks; Benedetta Fabrizi; Steffen Bruns; Etto C. Eringa; Ron Hoebe; Thomas van den Boogert; Robin Wesselink; Rushd F. M. Al-Shama; Tim A. C. de Vries; Auriane C. Ernault; H. W. M. Niessen; Wim J. P. van Boven; Antoine H. G. Driessen; I. Zbairi; Pietro Zappala; Damini Dey; Ivana Isgum; R. Nils Planken; Sébastien P. J. Krul; Joris R. de Groot
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TCT-1259 Artificial Intelligence-Based Volumetric Analysis of Coronary Calcifications and the Association with Plaque Vulnerability
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err2025-10-22
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PREAI
errRuben van der Waerden; Joske van der Zande; Pierandrea Cancian; Thijs Luttikholt; Leah Heil; Xiaojin Gu; Jos Thannhauser; Simone Saitta; Clara Sánchez; Bram van Ginneken; Rick Volleberg; Ivana Išgum; Niels van Royen
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TCT-1260 Deep Learning-Derived Plaque Burden for Intracoronary Optical Coherence Tomography: an Intravascular Ultrasound-Based Validation Study
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err2025-10-22
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PREAI
errRick Volleberg; Doosup Shin; Ruben van der Waerden; Simone Saitta; Jos Thannhauser; Joske van der Zande; Thijs Luttikholt; Pierandrea Cancian; Xiaojin Gu; Leah Heil; Clara Sánchez; Bram van Ginneken; Ivana Išgum; Christian Calistro; Lionel Chong; Adil Ansari; Richard Shlofmitz; Evan Shlofmitz; Allen Jeremias; Fernando Sosa; David Cohen; Jeffrey Moses; Niels van Royen; Ziad Ali
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TCT-1266 High-Risk Plaque Features in Non-Culprit Vessels of ACS Patients: Insights from AI-Driven OCT Analysis
errJACC
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err2025-10-22
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PREAI
errRuben van der Waerden; Rick Volleberg; Thijs Luttikholt; Leah Heil; Pierandrea Cancian; Xiaojin Gu; Simone Saitta; Clara Sánchez; Bram van Ginneken; Ivana Išgum; Tobias Blanke; Jos Thannhauser; Niels van Royen; Joske van der Zande
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TCT-1251 Artificial intelligence-based volumetric evaluation of the fibrous cap: the maximum thin-cap index within 4 mm
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err2025-10-22
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PREAI
errRick Volleberg; Thijs Luttikholt; Joske van der Zande; Ruben van der Waerden; Leah Heil; Pierandrea Cancian; Xiaojin Gu; Simone Saitta; Clara Sánchez; Bram van Ginneken; Ivana Išgum; Jos Thannhauser; Niels van Royen
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TCT-1263 Spatial Relationship Between Artificial Intelligence-Identified Thinnest Fibrous Cap Region and the Minimum Lumen Area
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err2025-10-22
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PREAI
errThijs Luttikholt; Rick Volleberg; Ruben van der Waerden; Joske van der Zande; Leah Heil; Pierandrea Cancian; Xiaojin Gu; Simone Saitta; Clara Sánchez; Bram van Ginneken; Ivana Išgum; Jos Thannhauser; Niels van Royen
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Artificial intelligence-based identification of thin-cap fibroatheromas and clinical outcomes: the PECTUS-AI study
err2025-09-01
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errVolleberg, Rick H. J. A.; Luttikholt, Thijs J.; van der Waerden, Ruben G. A.; Cancian, Pierandrea; van der Zande, Joske L.; Gu, Xiaojin; Mol, Jan-Quinten; Roleder, Tomasz; Prokop, Mathias; Sanchez, Clara, I; van Ginneken, Bram; Isgum, Ivana; Saitta, Simone; Thannhauser, Jos; van Royen, Niels
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Coronary CT angiography evaluation with artificial intelligence for individualized medical treatment of atherosclerosis: a Consensus Statement from the QCI Study Group
err2025-08-01
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PREAI
errKenrick Schulze; Anne-Marieke Stantien; Michelle C. Williams; Vassilios S. Vassiliou; Andreas A. Giannopoulos; Koen Nieman; Pál Maurovich-Horvat; Jason M. Tarkin; Rozemarijn Vliegenthart; Jonathan Weir-McCall; Mahmoud Mohamed; Bernhard Föllmer; Federico Biavati; Ann-Christine Stahl; Jakob Knape; Hanna Balogh; Nicola Galea; Ivana Išgum; Armin Arbab-Zadeh; Hatem Alkadhi; Robert Manka; David A. Wood; Edward D. Nicol; Nick S. Nurmohamed; Fabrice M. A. C. Martens; Damini Dey; David E. Newby; Marc Dewey
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Direct estimation of fetal biometry measurements from ultrasound video scans through deep learning
err2025-04-01
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PREAI
errPlotka, S; Pustelnik, K; Szenejko, P; Zebrowska, K; Rzucidlo-Szymanska, I; Szymecka-Samaha, N; Legowik, T; Kosinska-Kaczynska, K; Korzeniowski, P; Bilinski, P; Khalil, A; Brawura-Biskupski-Samaha, R; Isgum, I; Sanchez, CI; Sitek, A
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Comprehensive full-vessel segmentation and volumetric plaque quantification for intracoronary optical coherence tomography using deep learning
err2025-04-01
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errVolleberg, Rick H. J. A.; van der Waerden, Ruben G. A.; Luttikholt, Thijs J.; van der Zande, Joske L.; Cancian, Pierandrea; Gu, Xiaojin; Mol, Jan-Quinten; Quax, Silvan; Prokop, Mathias; Sanchez, Clara, I; van Ginneken, Bram; Isgum, Ivana; Thannhauser, Jos; Saitta, Simone; Nishimiya, Kensuke; Roleder, Tomasz; van Royen, Niels
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Artificial intelligence for the analysis of intracoronary optical coherence tomography images: a systematic review
err2025-01-28
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errvan der Waerden, Ruben G. A.; Volleberg, Rick H. J. A.; Luttikholt, Thijs J.; Cancian, Pierandrea; van der Zande, Joske L.; Stone, Gregg W.; Holm, Niels R.; Kedhi, Elvin; Escaned, Javier; Pellegrini, Dario; Guagliumi, Giulio; Mehta, Shamir R.; Pinilla-Echeverri, Natalia; Moreno, Raul; Raber, Lorenz; Roleder, Tomasz; van Ginneken, Bram; Sanchez, Clara, I; Isgum, Ivana; van Royen, Niels; Thannhauser, Jos
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Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome
err2025-01-01
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errPlotka, Szymon; Szczepanski, Tomasz; Szenejko, Paula; Korzeniowski, Przemyslaw; Calvo, Jesus Rodriguez; Khalil, Asma; Shamshirsaz, Alireza; Brawura-Biskupski-Samaha, Robert; Isgum, Ivana; Sanchez, Clara I.; Sitek, Arkadiusz
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Assessing the documentation of publicly available medical image and signal datasets and their impact on bias using the BEAMRAD tool
err2024-12-30
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errGalanty, Maria; Luitse, Dieuwertje; Noteboom, Sijm H.; Croon, Philip; Vlaar, Alexander P.; Poell, Thomas; Sanchez, Clara I.; Blanke, Tobias; Isgum, Ivana
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