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Scientific Publications - Peer-Reviewed Research Record

Oct 14, 202617 min read

title:: Scientific Publications - Peer-Reviewed Research Record (2008-2024)

people:: Razvan Ionasec, Dorin Comaniciu, Nassir Navab, Nicholas Ayache, Bogdan Georgescu, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Viorel Mihalef, Sasa Grbic, Tobias Heimann, Helene Houle, Mani A. Vannan, Joerg Seeburger, Thilo Noack, Yefeng Zheng, Lucian Itu

organization:: Siemens Corporate Research, Siemens Healthineers, Technical University of Munich, INRIA, Johns Hopkins University, The Ohio State University, Heart Center Leipzig, Yale University

domain:: Medical Imaging, Machine Learning, Computer Vision, Computational Modeling, Cardiology, Biomechanics

link:: https://www.semanticscholar.org/author/R-Ionasec/1707692

publications

Summary

Before moving into cloud and AI product leadership, I spent a decade building patient-specific computational models of the heart from medical images - at Siemens Corporate Research in Princeton and Erlangen, and as a doctoral researcher at the Technical University of Munich.

The research question was consistently the same one: can a learned model stand in for a trusted physical computation, in a setting where being wrong is not an option? Clinicians and regulators were the audience then. The same question now sits under every discussion of physics-informed AI and simulation surrogates.

The arc runs through five connected threads:

  • Patient-specific anatomical models of the complete valvular apparatus - aortic, mitral, tricuspid and pulmonary valves - estimated automatically from 4D CT, transesophageal echocardiography and MRI, covering a wide spectrum of morphological, dynamic and pathological variation.
  • Physics-based simulation on top of those models: computational fluid dynamics for whole heart haemodynamics and paediatric cardiology, finite-element biomechanics of the mitral valve and subvalvular apparatus, and patient-specific material property estimation.
  • Validation against physical measurement - non-invasive haemodynamic assessment of aortic coarctation validated against invasive in vivo catheter measurements, and treatment outcome prediction with clinical follow-up.
  • Learned surrogates replacing iterative fits - regression-based 4D surface reconstruction and learned discriminative distance functions in place of optimisation loops.
  • Synthetic-to-real transfer, demonstrated twice independently: training a device localiser entirely on synthetically rendered data and closing the domain gap to real fluoroscopy with unlabelled images and instance weighting.

The work translated into product. The valve modelling and detection methods underpin Siemens Healthineers heart-valve software, and the surgical planning line was recognised with the Thomas Edison Patent Award for System for Planning Heart Valve Surgery (Princeton, November 2015). Nine granted patents name me as an inventor.

Data Points

  • 65 distinct works in the consolidated record: 19 peer-reviewed journal articles, 34 peer-reviewed conference and workshop papers, 4 book chapters, 1 doctoral dissertation, 6 published conference abstracts and 1 workshop paper without a DOI (19 + 34 + 4 + 1 + 6 + 1 = 65).
  • ~1,233-1,347 citations; h-index 19-20; i10-index 29. (OpenAlex: 1,233 / h 19 / i10 29. Semantic Scholar: 1,347 / h 20. The two indexes count venue duplicates differently.)
  • Most-cited work: Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE, IEEE Transactions on Medical Imaging, 2010 - 194-211 citations, first author.
  • Flagship venues: IEEE Transactions on Medical Imaging (2), Medical Image Analysis (5), Interface Focus (Royal Society), Circulation: Cardiovascular Imaging, Annals of Biomedical Engineering, Medical Physics, JACC: Cardiovascular Imaging, MICCAI (10), IEEE ISBI (4), ICCV, ECCV, SPIE Medical Imaging (6).
  • Doctorate: Patient-specific Modeling and Quantification of the Heart Valves from Multimodal Cardiac Images, Technical University of Munich, Faculty of Informatics - submitted 30 June 2010, accepted 28 September 2010. Supervisors: Prof. Nassir Navab (TUM CAMP), Prof. Nicholas Ayache (INRIA Sophia Antipolis), Dr. Dorin Comaniciu (Siemens Corporate Research, Princeton). Validated on over 476 patients treated in leading medical centres worldwide.
  • Nine granted patents name me as inventor, including US8224640B2 (computational modeling of the aorta and heart), US9547902B2 (physiological image registration and fusion), US9179890 (intracardiac echo volume stitching), US9033887B2 (mitral valve detection for TTE) and EP3657391B1 (processing a medical image).

Record compiled 14 October 2026 from four independent sources and reconciled by DOI: OpenAlex (author A5067611389), Semantic Scholar (author 1707692), Crossref for venue, volume, pagination and author lists, and PubMed for the biomedical entries. Citation counts are as of that date and will drift.

Six records returned by the indexes are deliberately excluded: a book front-matter Contributors listing, a patent mis-filed as an article, one duplicate preprint, and three journal poster-session supplement compilations whose indexed record carries the whole session rather than an individual abstract.

Peer-reviewed journal articles (19)

  1. The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data Medical Image Analysis 97:103230, 2024. Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Razvan Ionasec, et al. doi:10.1016/j.media.2024.103230 · PubMed 38875741 · 6 citations

  2. Towards patient-specific modeling of mitral valve repair: 3D transesophageal echocardiography-derived parameter estimation Medical Image Analysis 35:599-609, 2016. Fan Zhang, Jingjing Kanik, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Razvan Ionasec, Lakshman Subrahmanyan, Ben A. Lin, Lissa Sugeng, et al. doi:10.1016/j.media.2016.09.006 · PubMed 27718462 · 27 citations

  3. Noninvasive hemodynamic assessment, treatment outcome prediction and follow‐up of aortic coarctation from MR imaging Medical Physics 42(5):2143-2156, 2015. Kristóf Ralovich, Lucian Itu, Dime Vitanovski, Puneet Sharma, Razvan Ionasec, Viorel Mihalef, Waldemar Krawtschuk, Yefeng Zheng, Allen Everett, et al. doi:10.1118/1.4914856 · PubMed 25979009 · 21 citations

  4. 4-Dimensional Modeling of the Mitral Valve by Real-time 3-Dimensional Transesophageal Echocardiography The Thoracic and Cardiovascular Surgeon 63(S 01), 2015. T. Noack, C. Mukherjee, Razvan Ionasec, I. Voigt, P. Kiefer, J. Ender, F.-W. Mohr, J. Seeburger doi:10.1055/s-0035-1544403

  5. Real-time ultrasound transducer localization in fluoroscopy images by transfer learning from synthetic training data Medical Image Analysis 18(8):1320-1328, 2014. Tobias Heimann, Peter Mountney, Matthias John, Razvan Ionasec doi:10.1016/j.media.2014.04.007 · PubMed 24856101 · 39 citations

  6. Four-dimensional modelling of the mitral valve by real-time 3D transoesophageal echocardiography: proof of concept Interactive CardioVascular and Thoracic Surgery 20(2):200-208, 2014. Thilo Noack, Chirojit Mukherjee, Philipp Kiefer, Fabian Emrich, Marcel Vollroth, Razvan Ionasec, Ingmar Voigt, Helene Houle, Joerg Ender, et al. doi:10.1093/icvts/ivu357 · PubMed 25362240 · 26 citations

  7. Semiautomated Quantification of Aortic Annulus Dimensions on Cardiac CT for TAVR JACC: Cardiovascular Imaging 7(3):320-322, 2014. Philipp Blanke, Eva Maria Spira, Razvan Ionasec, Felix G. Meinel, Ullrich Ebersberger, Michael Scheuering, Christian Canstein, Thomas G. Flohr, Mathias Langer, et al. doi:10.1016/j.jcmg.2013.11.005 · PubMed 24651109 · 18 citations

  8. Probabilistic Sparse Matching for Robust 3D/3D Fusion in Minimally Invasive Surgery IEEE Transactions on Medical Imaging 34(1):49-60, 2014. Dominik Neumann, Sasa Grbic, Matthias John, Nassir Navab, Joachim Hornegger, Razvan Ionasec doi:10.1109/tmi.2014.2343936 · PubMed 25095250 · 11 citations

  9. New concepts for mitral valve imaging Annals of Cardiothoracic Surgery, 2013. Thilo Noack, Philipp Kiefer, Razvan Ionasec, Ingmar Voigt, T Mansi, Marcel Vollroth, Michael Hoebartner, Martín Misfeld, Friedrich‐Wilhelm Mohr, et al. doi:10.3978/j.issn.2225-319x.2013.11.01 · PubMed 24349983 · 25 citations

  10. Transcatheter Aortic Valve Replacement: Performance of an Aortic Valvular Complex Model for Semi-Automated Quantification of Aortic Annulus Dimensions at Cardiac CT RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren 185(S 01), 2013. P Blanke, EM Spira, UJ Schoepf, D Bernhardt, Razvan Ionasec, U Eberberger, M Langer doi:10.1055/s-0033-1346474

  11. An integrated framework for finite-element modeling of mitral valve biomechanics from medical images: Application to MitralClip intervention planning Medical Image Analysis 16(7):1330-1346, 2012. Tommaso Mansi, Ingmar Voigt, Bogdan Georgescu, Xudong Zheng, Etienne Assoumou Mengue, Michael Hackl, Razvan Ionasec, Thilo Noack, Joerg Seeburger, et al. doi:10.1016/j.media.2012.05.009 · PubMed 22766456 · 118 citations

  12. Automated Quantitative 3-Dimensional Modeling of the Aortic Valve and Root by 3-Dimensional Transesophageal Echocardiography in Normals, Aortic Regurgitation, and Aortic Stenosis Circulation: Cardiovascular Imaging 6(1):99-108, 2012. Anna Calleja, Paaladinesh Thavendiranathan, Razvan Ionasec, Helene Houle, Shizhen Liu, Ingmar Voigt, Chittoor Sai Sudhakar, Juan Crestanello, Thomas Ryan, et al. doi:10.1161/circimaging.112.976993 · PubMed 23233743 · 99 citations

  13. Non-Invasive Hemodynamic Assessment of Aortic Coarctation: Validation with In Vivo Measurements Annals of Biomedical Engineering 41(4):669-681, 2012. Lucian Itu, Puneet Sharma, Kristóf Ralovich, Viorel Mihalef, Razvan Ionasec, Allen Everett, Richard Ringel, Ali Kamen, Dorin Comaniciu doi:10.1007/s10439-012-0715-0 · PubMed 23232558 · 78 citations

  14. Complete valvular heart apparatus model from 4D cardiac CT Medical Image Analysis 16(5):1003-1014, 2012. Sasa Grbic, Razvan Ionasec, Dime Vitanovski, Ingmar Voigt, Yang Wang, Bogdan Georgescu, Nassir Navab, Dorin Comaniciu doi:10.1016/j.media.2012.02.003 · PubMed 22481023 · 65 citations

  15. Fully-automatic, patient-specific 3D aortic arch modeling for patient treatment with aortic arch anomalies Journal of Cardiovascular Magnetic Resonance 14(S1), 2012. Benedetta Leonardi, Dime Vitanovski, Allen Everett, Michael Suehling, Razvan Ionasec, Ludmilla Mantione, Giacomo Pongiglione doi:10.1186/1532-429x-14-s1-o56 · 1 citations

  16. First clinical application of a novel patient-specific four-dimensional computational mitral valve model The Thoracic and Cardiovascular Surgeon 60(S 01), 2012. T Noack, Razvan Ionasec, J Seeburger, C Mukherjee, M Vollroth, P Kiefer, M Misfeld, FW Mohr doi:10.1055/s-0031-1297562

  17. Patient-specific modelling of whole heart anatomy, dynamics and haemodynamics from four-dimensional cardiac CT images Interface Focus 1(3):286-296, 2011. Viorel Mihalef, Razvan Ionasec, Puneet Sharma, Bogdan Georgescu, Ingmar Voigt, Michael Suehling, Dorin Comaniciu doi:10.1098/rsfs.2010.0036 · PubMed 22670200 · 135 citations

  18. Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE IEEE Transactions on Medical Imaging 29(9):1636-1651, 2010. Razvan Ionasec, Ingmar Voigt, Bogdan Georgescu, Yang Wang, Helene Houle, Fernando Vega-Higuera, Nassir Navab, Dorin Comaniciu doi:10.1109/tmi.2010.2048756 · PubMed 20442044 · 211 citations

  19. Acquisition-related motion compensation for digital subtraction angiography Computerized Medical Imaging and Graphics 33(4):256-266, 2009. Razvan Ionasec, Benno Heigl, Joachim Hornegger doi:10.1016/j.compmedimag.2008.12.006 · PubMed 19231134 · 8 citations

Peer-reviewed conference and workshop papers (34)

  1. Automatic Personalization of the Mitral Valve Biomechanical Model Based on 4D Transesophageal Echocardiography Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges :162-170, 2014. Jingjing Kanik, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Razvan Ionasec, Dorin Comaniciu, James Duncan doi:10.1007/978-3-642-54268-8_19 · 4 citations

  2. Multi-modal Pipeline for Comprehensive Validation of Mitral Valve Geometry and Functional Computational Models Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges :188-195, 2014. Dominik Neumann, Sasa Grbic, Tommaso Mansi, Ingmar Voigt, Jean-Pierre Rabbah, Andrew W. Siefert, Neelakantan Saikrishnan, Ajit P. Yoganathan, Razvan Ionasec, et al. doi:10.1007/978-3-642-54268-8_22 · 3 citations

  3. ShapeForest: Building Constrained Statistical Shape Models with Decision Trees Computer Vision – ECCV 2014 :597-612, 2014. Saša Grbić, Joshua K. Y. Swee, Razvan Ionasec doi:10.1007/978-3-319-10578-9_39 · 3 citations

  4. Robust Detection of Mitral Papillary Muscle from 4D Transesophageal Echocardiography Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges :249-256, 2014. Mihai Scutaru, Ingmar Voigt, Tommaso Mansi, Anand Tatpati, Razvan Ionasec, Helene Houle, Dorin Comaniciu doi:10.1007/978-3-319-14678-2_26

  5. Learning without Labeling: Domain Adaptation for Ultrasound Transducer Localization International Conference on Medical Image Computing and Computer-Assisted Intervention :49-56, 2013. Tobias Heimann, Peter Mountney, Matthias John, Razvan Ionasec doi:10.1007/978-3-642-40760-4_7 · PubMed 24505743 · 42 citations

  6. Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013 :395-402, 2013. Sasa Grbic, Tommaso Mansi, Razvan Ionasec, Ingmar Voigt, Helene Houle, Matthias John, Max Schoebinger, Nassir Navab, Dorin Comaniciu doi:10.1007/978-3-642-40763-5_49 · PubMed 24579165 · 34 citations

  7. Significant acceleration of 2D-3D registration-based fusion of ultrasound and x-ray images by mesh-based DRR rendering Medical Imaging 2013: Image-Guided Procedures, Robotic Interventions, and Modeling 8671:867111, 2013. Markus Kaiser, Matthias John, Anja Borsdorf, Peter Mountney, Razvan Ionasec, Alois Nöttling, Philipp Kiefer, Jörg Seeburger, Thomas Neumuth doi:10.1117/12.2007440 · 13 citations

  8. Advanced intervention planning for Transcatheter Aortic Valve Implantations (TAVI) from CT using volumetric models 2013 IEEE 10th International Symposium on Biomedical Imaging :1424-1427, 2013. Sasa Grbic, Razvan Ionasec, Tommaso Mansi, Bogdan Georgescu, Fernando Vega-Higuera, Nassir Navab, Dorin Comaniciu doi:10.1109/isbi.2013.6556801 · 9 citations

  9. Estimation of patient-specific material properties of the mitral valve using 4D Transesophageal Echocardiography 2013 IEEE 10th International Symposium on Biomedical Imaging :1178-1181, 2013. Jingjing Kanik, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Razvan Ionasec, Dorin Comaniciu, James Duncan doi:10.1109/isbi.2013.6556690 · 6 citations

  10. Automatic Detection and Quantification of Mitral Regurgitation on TTE with Application to Assist Mitral Clip Planning and Evaluation Clinical Image-Based Procedures. From Planning to Intervention :33-41, 2013. Yang Wang, Dime Vitanovski, Bogdan Georgescu, Razvan Ionasec, Ingmar Voigt, Saurabh Datta, Christiane Gruner, Bernhard Herzog, Patric Biaggi, et al. doi:10.1007/978-3-642-38079-2_5 · 5 citations

  11. Robust Model-Based 3D/3D Fusion Using Sparse Matching for Minimally Invasive Surgery International Conference on Medical Image Computing and Computer-Assisted Intervention :171-178, 2013. Dominik Neumann, Sasa Grbic, Matthias John, Nassir Navab, Joachim Hornegger, Razvan Ionasec doi:10.1007/978-3-642-40811-3_22 · PubMed 24505663 · 1 citations

  12. Ultrasound and Fluoroscopic Images Fusion by Autonomous Ultrasound Probe Detection Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012 :544-551, 2012. Peter Mountney, Razvan Ionasec, Markus Kaizer, Sina Mamaghani, Wen Wu, Terrence Chen, Matthias John, Jan Boese, Dorin Comaniciu doi:10.1007/978-3-642-33418-4_67 · PubMed 23286091 · 24 citations

  13. Hemodynamic Assessment of Pre- and Post-operative Aortic Coarctation from MRI Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012 :486-493, 2012. Kristóf Ralovich, Lucian Itu, Viorel Mihalef, Puneet Sharma, Razvan Ionasec, Dime Vitanovski, Waldemar Krawtschuk, Allen Everett, Richard Ringel, et al. doi:10.1007/978-3-642-33418-4_60 · PubMed 23286084 · 13 citations

  14. Personalized learning-based segmentation of thoracic aorta and main branches for diagnosis and treatment planning 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) :836-839, 2012. Dime Vitanovski, Kristof Ralovich, Razvan Ionasec, Yefeng Zheng, Michael Suehling, Waldemar Krawtschuk, Joachim Hornegger, Dorin Comaniciu doi:10.1109/isbi.2012.6235678 · 13 citations

  15. Towards Patient-Specific Finite-Element Simulation of MitralClip Procedure Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011 :452-459, 2011. T. Mansi, I. Voigt, E. Assoumou Mengue, Razvan Ionasec, B. Georgescu, T. Noack, J. Seeburger, D. Comaniciu doi:10.1007/978-3-642-23623-5_57 · PubMed 22003649 · 28 citations

  16. Robust Physically-Constrained Modeling of the Mitral Valve and Subvalvular Apparatus Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011 :504-511, 2011. Ingmar Voigt, Tommaso Mansi, Razvan Ionasec, Etienne Assoumou Mengue, Helene Houle, Bogdan Georgescu, Joachim Hornegger, Dorin Comaniciu doi:10.1007/978-3-642-23626-6_62 · PubMed 22003737 · 25 citations

  17. Patient-Specific Model of Left Heart Anatomy, Dynamics and Hemodynamics from 4D TEE: A First Validation Study Functional Imaging and Modeling of the Heart :341-349, 2011. Ingmar Voigt, Tommaso Mansi, Viorel Mihalef, Razvan Ionasec, Anna Calleja, Etienne Assoumou Mengue, Puneet Sharma, Helene Houle, Bogdan Georgescu, et al. doi:10.1007/978-3-642-21028-0_44 · 12 citations

  18. Model-Based Fusion of Multi-modal Volumetric Images: Application to Transcatheter Valve Procedures Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011 :219-226, 2011. Saša Grbić, Razvan Ionasec, Yang Wang, Tommaso Mansi, Bogdan Georgescu, Matthias John, Jan Boese, Yefeng Zheng, Nassir Navab, et al. doi:10.1007/978-3-642-23623-5_28 · PubMed 22003620 · 10 citations

  19. Learning distance function for regression-based 4D pulmonary trunk model reconstruction estimated from sparse MRI data Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling 7964:79640L, 2011. Dime Vitanovski, Alexey Tsymbal, Razvan Ionasec, Bogdan Georgescu, Shaohua K. Zhou, Joachim Hornegger, Dorin Comaniciu doi:10.1117/12.878195 · 2 citations

  20. Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI Slices Machine Learning in Medical Imaging :282-290, 2011. Dime Vitanovski, Alexey Tsymbal, Razvan Ionasec, Michaela Schmidt, Andreas Greiser, Edgar Mueller, Xiaoguang Lu, Gareth Funka-Lea, Joachim Hornegger, et al. doi:10.1007/978-3-642-24319-6_35 · 1 citations

  21. Complete Valvular Heart Apparatus Model from 4D Cardiac CT Medical Image Computing and Computer-Assisted Intervention – MICCAI 2010 :218-226, 2010. Saša Grbić, Razvan Ionasec, Dime Vitanovski, Ingmar Voigt, Yang Wang, Bogdan Georgescu, Nassir Navab, Dorin Comaniciu doi:10.1007/978-3-642-15705-9_27 · PubMed 20879234 · 62 citations

  22. Patient-specific modeling of left heart anatomy, dynamics and hemodynamics from high resolution 4D CT 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro :504-507, 2010. Viorel Mihalef, Razvan Ionasec, Yang Wang, Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu doi:10.1109/isbi.2010.5490298 · 22 citations

  23. Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging Medical Image Computing and Computer-Assisted Intervention – MICCAI 2010 :460-467, 2010. Dime Vitanovski, Alexey Tsymbal, Razvan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Taylor, Silvia Schievano, Shaohua Kevin Zhou, Joachim Hornegger, et al. doi:10.1007/978-3-642-15705-9_56 · PubMed 20879263 · 7 citations

  24. Aortic valve and ascending aortic root modeling from 3D and 3D+t CT Medical Imaging 2010: Visualization, Image-Guided Procedures, and Modeling 7625:76250H, 2010. Saša Grbic, Razvan Ionasec, Dominik Zäuner, Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu doi:10.1117/12.844566 · 7 citations

  25. Patient-Specific Modeling of the Heart: Applications to Cardiovascular Disease Management Statistical Atlases and Computational Models of the Heart :14-24, 2010. Razvan Ionasec, Ingmar Voigt, Viorel Mihalef, Saša Grbić, Dime Vitanovski, Yang Wang, Yefeng Zheng, Joachim Hornegger, Nassir Navab, et al. doi:10.1007/978-3-642-15835-3_2 · 6 citations

  26. Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease Medical Imaging 2010: Image Processing 7623:762314, 2010. Ingmar Voigt, Dime Vitanovski, Razvan Ionasec, Alexey Tsymal, Bogdan Georgescu, Shaohua K. Zhou, Martin Huber, Nassir Navab, Joachim Hornegger, et al. doi:10.1117/12.843972 · 3 citations

  27. Computational Decision Support for Percutaneous Aortic Valve Implantation Medical Imaging and Augmented Reality :247-256, 2010. Ingmar Voigt, Razvan Ionasec, Bogdan Georgescu, Jan Boese, Gernot Brockmann, Joachim Hornegger, Dorin Comaniciu doi:10.1007/978-3-642-15699-1_26 · 2 citations

  28. Personalized Modeling and Assessment of the Aortic-Mitral Coupling from 4D TEE and CT Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009 :767-775, 2009. Razvan Ionasec, Ingmar Voigt, Bogdan Georgescu, Yang Wang, Helene Houle, Joachim Hornegger, Nassir Navab, Dorin Comaniciu doi:10.1007/978-3-642-04271-3_93 · PubMed 20426181 · 24 citations

  29. Robust motion estimation using trajectory spectrum learning: Application to aortic and mitral valve modeling from 4D TEE 2009 IEEE 12th International Conference on Computer Vision :1601-1608, 2009. Razvan Ionasec, Yang Wang, Bogdan Georgescu, Ingmar Voigt, Nassir Navab, Dorin Comaniciu doi:10.1109/iccv.2009.5459363 · 15 citations

  30. Personalized Pulmonary Trunk Modeling for Intervention Planning and Valve Assessment Estimated from CT Data Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009 :17-25, 2009. Dime Vitanovski, Razvan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Joachim Hornegger, Dorin Comaniciu doi:10.1007/978-3-642-04268-3_3 · PubMed 20425966 · 14 citations

  31. Model-driven physiological assessment of the mitral valve from 4D TEE Medical Imaging 2009: Visualization, Image-Guided Procedures, and Modeling 7261:72610R, 2009. Ingmar Voigt, Razvan Ionasec, Bogdan Georgescu, Helene Houle, Martin Huber, Joachim Hornegger, Dorin Comaniciu doi:10.1117/12.812096 · 14 citations

  32. Shape-based diagnosis of the aortic valve Medical Imaging 2009: Image Processing 7259:725908, 2009. Razvan Ionasec, Alexey Tsymbal, Dime Vitanovski, Bogdan Georgescu, S. Kevin Zhou, Nassir Navab, Dorin Comaniciu doi:10.1117/12.812488 · 10 citations

  33. Boosting cross-modality image registration 2009 Joint Urban Remote Sensing Event :1-7, 2009. Adrian Barbu, Razvan Ionasec doi:10.1109/urs.2009.5137482 · 7 citations

  34. Dynamic Model-Driven Quantitative and Visual Evaluation of the Aortic Valve from 4D CT Medical Image Computing and Computer-Assisted Intervention – MICCAI 2008 :686-694, 2008. Razvan Ionasec, Bogdan Georgescu, Eva Gassner, Sebastian Vogt, Oliver Kutter, Michael Scheuering, Nassir Navab, Dorin Comaniciu doi:10.1007/978-3-540-85988-8_82 · PubMed 18979806 · 42 citations

Book chapters (4)

  1. Aortic and Mitral Valve Modeling From Multi-Modal Image Data Medical Image Recognition, Segmentation and Parsing :363-382, 2016. S. Grbic, I. Voigt, T. Mansi, B. Georgescu, Razvan Ionasec, D. Comaniciu doi:10.1016/b978-0-12-802581-9.00016-0 · 4 citations

  2. Learning-Based Detection and Tracking in Medical Imaging: A Probabilistic Approach Deformation Models :209-235, 2012. Yang Wang, Bogdan Georgescu, Terrence Chen, Wen Wu, Peng Wang, Xiaoguang Lu, Razvan Ionasec, Yefeng Zheng, Dorin Comaniciu doi:10.1007/978-94-007-5446-1_9 · 21 citations

  3. Computational Fluid Dynamics Framework for Large-Scale Simulation in Pediatric Cardiology Computational Biomechanics for Medicine :97-106, 2012. Kristóf Ralovich, Razvan Ionasec, Viorel Mihalef, Puneet Sharma, Bogdan Georgescu, Allen Everett, Nassir Navab, Dorin Comaniciu doi:10.1007/978-1-4614-3172-5_11 · 4 citations

  4. Morphological and Functional Modeling of the Heart Valves and Chambers Patient-Specific Modeling in Tomorrow’s Medicine :157-187, 2011. Razvan Ionasec, Dime Vitanovski, Dorin Comaniciu doi:10.1007/8415_2011_94 · 1 citations

Doctoral dissertation (1)

  1. Patient-specific Modeling and Quantification of the Heart Valves from Multimodal Cardiac Images mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich), 2010. Razvan Ionasec 3 citations

Published conference abstracts (6)

  1. Abstract 20259: Rapid Prototyping of the Aortic Root in Severe Aortic Stenosis for Pre-TAVR Planning —, 2014.

  2. Abstract 17518: 4-Dimensional Modeling of the Mitral Valve by Real-Time 3-Dimensional Transesophageal Echocardiography —, 2013.

  3. Abstract 14509: Aortic Root Areas: A Three-Dimensional Echocardiographic Study Circulation, 2012. Wendy Tsang, Vivian Wei Cui, Razvan Ionasec, Masaaki Takeuchi, Helene Houle, Lynn Weinert, David A. Roberson, Roberto Miguel Lang

  4. Automated Quantification Of Aortic Root Remodeling In Aortic Stenosis Using Volumetric 3-D Transesophageal Echocardiography: Implications For Trans-Catheter Aortic Valve Replacement (TAVR) Journal of the American College of Cardiology 57(14):E647, 2011. Anna Calleja, Razvan Ionasec, Paaladinesh Thavendiranathan, Shizhen Liu, Helene Houle, Chittoor Sai-Sudhakar, Juan Crestanello, William Perez, Michael Andritsos, et al. doi:10.1016/s0735-1097(11)60647-5

  5. Automated Quantitative Modeling Of The Aortic Valve And Root In Aortic Regurgitation Using Volume 3-D Transesophageal Echocardiography Journal of the American College of Cardiology 55(10):A64.E606, 2010. Anna Calleja, Razvan Ionasec, Helene Houle, Shizhen Liu, Jennifer Dickerson, Paaladinesh Thavendiranathan, Chittoor Sai-Sudhakar, Juan Crestanello, Thomas Ryan, et al. doi:10.1016/s0735-1097(10)60607-9 · 1 citations

  6. Abstract 5793: Novel Semi-Automatic Quantitative Assessment of The Aortic Valve and Aortic Root from Volumetric 3D Echocardiography: Comparison to Volumetric Cardiac Computed Tomography (CT) Circulation 118(suppl_18), 2008. Jung Hyun Choi, Bogdan Georgescu, Razvan Ionasec, Subha Raman, Geu-Ru Hong, Shizhen Liu, Helene Houle, Mani A Vannan doi:10.1161/circ.118.suppl_18.s_103-c · 5 citations

Workshop paper without a DOI (1)

  1. Model-based Postoperative Modeling of Stent-Based Devices from CT : Application to TAVI —, 2012. 1 citations
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