Publications of Jos Thannhauser

Papers in international journals

1. 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. Isgum, "Deep Learning for Cardiac Image Analysis", JACC: Cardiovascular Imaging, 2026.
   DOI
2. 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. Isgum and S. Saitta, "Near real-time multi-class segmentation for intravascular optical coherence tomography using knowledge distillation", European Heart Journal - Digital Health, 2026;7.
   Abstract DOI
3. L. Heil, T. Luttikholt, J. van der Zande, J. Mol, R. van der Waerden, P. Cancian, X. Gu, C. Sánchez, B. van Ginneken, I. Isgum, 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.
   DOI
4. R. Volleberg, D. Shin, R. van der Waerden, C. Porter, S. Thomas, F. Sosa, S. Saitta, A. Cetinyurek-Yavuz, J. van der Zande, T. Luttikholt, P. Cancian, X. Gu, L. Heil, J. Thannhauser, C. Sanchez, B. van Ginneken, I. Isgum, A. Jeremias, E. Shlofmitz, R. Shlofmitz, Z. Ali and N. van Royen, "Real-World External Validation of Artificial Intelligence-Based Full-Vessel Segmentation for Intracoronary Optical Coherence Tomography", Journal of the American Heart Association, 2026.
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5. S. van Duijvenboden, J. Ramírez, J. Scheurink, S. Darweesh, M. Orini, A. Tinker, P. Munroe, J. Thannhauser, L. Evers, J. IntHout, P. Lambiase, B. Bloem, A. Doherty and M. Brouwer, "Heart Rate Profiles During Exercise and Incident Parkinson's Disease", Annals of Neurology, 2025;98:1004-1013.
   Abstract DOI PMID
6. R. Volleberg, R. van der Waerden, T. Luttikholt, J. van der Zande, P. Cancian, X. Gu, J. Mol, S. Quax, M. Prokop, C. Sánchez, B. van Ginneken, I. Isgum, J. Thannhauser, S. Saitta, K. Nishimiya, 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;6:404-416.
   Abstract DOI PMID
7. 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 PMID
8. 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. Isgum, 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
9. 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. Isgum, 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.
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10. K. van der Sluijs, J. Thannhauser, I. Visser, P. Nabeel, K. Raj, A. Malik, K. Reesink, T. Eijsvogels, E. Bakker, P. Kaur, J. Joseph and D. Thijssen, "Central and local arterial stiffness in White Europeans compared to age-, sex-, and BMI-matched South Asians", PLOS ONE, 2023;18:e0290118.
    Abstract DOI PMID Cited by ~1
11. R. Volleberg, G. Rodgriguez Esteban, J. Mol, S. Quax, I. Isgum, C. Sanchez, B. Van Ginneken, J. Thannhauser and N. Van Royen, "Deep-learning based analysis of intracoronary optical coherence tomography images: detection and characterization of lipid plaques", European Heart Journal, 2023;44.
    Abstract DOI
12. J. Nas, J. Thannhauser, P. Vart, R. van Geuns, H. Muijsers, J. Mol, G. Aarts, L. Konijnenberg, D. Gommans, S. Ahoud-Schoenmakers, J. Vos, N. van Royen, J. Bonnes and M. Brouwer, "The impact of alcohol use on the quality of cardiopulmonary resuscitation among festival attendees: A prespecified analysis of a randomised trial", Resuscitation, 2022;181:12-19.
    DOI PMID Cited by ~1
13. J. Nas, J. Thannhauser, L. Konijnenberg, R. van Geuns, N. van Royen, J. Bonnes and M. Brouwer, "Long-term Effect of Face-to-Face vs Virtual Reality Cardiopulmonary Resuscitation (CPR) Training on Willingness to Perform CPR, Retention of Knowledge, and Dissemination of CPR Awareness", JAMA Network Open, 2022;5:e2212964.
    DOI PMID Cited by ~5
14. J. Thannhauser, J. Nas, K. van der Sluijs, H. Zwart, M. de Boer, N. van Royen, J. Bonnes and M. Brouwer, "Pilot study on VF-waveform based algorithms for early detection of acute myocardial infarction during out-of-hospital cardiac arrest", Resuscitation, 2022;174:62-67.
    DOI PMID Cited by ~3

Papers in conference proceedings

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. Isgum, N. van Royen and S. Saitta, "Uncertainty Analysis in Intravascular Oct Segmentation", 2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI), 2026:1-5.
   DOI
2. P. Cancian, S. Saitta, X. Gu, R. van Herten, T. Luttikholt, J. Thannhauser, R. Volleberg, R. van der Waerden, J. van der Zande, C. Sánchez, B. van Ginneken, N. van Royen and I. Isgum, "Attenuation artifact detection and severity classification in intracoronary OCT using mixed image representations", Medical Imaging 2025: Image Processing, 2025.
   Abstract DOI