Titus Kühne

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 25

Top Topics

Unsupervised Learning

Software Platform

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

npj Digit. Medicine

M&Ms and EMIDEC/STACOM@MICCAI

Publications

Chiara Manini, Olena Nemchyna, Serdar Akansel, Lars Walczak, Lennart Tautz, Christoph Kolbitsch, Volkmar Falk, Simon H. Sündermann, Titus Kühne, Jeanette Schulz-Menger, Anja Hennemuth
A simulation-based phantom model for generating synthetic mitral valve image data-application to MRI acquisition planning. Int. J. Comput. Assist. Radiol. Surg. 19 (3) (2024)
Nina Krüger, Jan Brüning, Leonid Goubergrits, Matthias Ivantsits, Lars Walczak, Volkmar Falk, Henryk Dreger, Titus Kühne, Anja Hennemuth
Deep Learning-Based Pulmonary Artery Surface Mesh Generation. STACOM@MICCAI (2023)
Pavlo Yevtushenko, Leonid Goubergrits, Lina Gundelwein, Arnaud A. A. Setio, Heiko Ramm, Hans Lamecker, Tobias Heimann, Alexander Meyer, Titus Kühne, Marie Schafstedde
Deep Learning Based Centerline-Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modeling of Hemodynamics. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Matthias Ivantsits, Leonid Goubergrits, Jan-Martin Kuhnigk, Markus Hüllebrand, Jan Brüning, Tabea Kossen, Boris Pfahringer, Jens Schaller, Andreas Spuler, Titus Kühne, Yizhuan Jia, Xuesong Li, Suprosanna Shit, Bjoern H. Menze, Ziyu Su, Jun Ma, Ziwei Nie, Kartik Jain, Yanfei Liu, Yi Lin, Anja Hennemuth
Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge. Medical Image Anal. 77 (2022)
Bente Thamsen, Pavlo Yevtushenko, Lina Gundelwein, Arnaud A. A. Setio, Hans Lamecker, Marcus Kelm, Marie Schafstedde, Tobias Heimann, Titus Kühne, Leonid Goubergrits
Synthetic Database of Aortic Morphometry and Hemodynamics: Overcoming Medical Imaging Data Availability. IEEE Trans. Medical Imaging 40 (5) (2021)
Markus Hüllebrand, Daniel Messroghli, Lennart Tautz, Titus Kühne, Anja Hennemuth
An extensible software platform for interdisciplinary cardiovascular imaging research. Comput. Methods Programs Biomed. 184 (2020)
Matthias Ivantsits, Markus Hüllebrand, Sebastian Kelle, Stefan O. Schönberg, Titus Kühne, Anja Hennemuth
Deep-Learning-Based Myocardial Pathology Detection. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Markus Hüllebrand, Matthias Ivantsits, Hannu Zhang, Peter Kohlmann, Jan-Martin Kuhnigk, Titus Kühne, Stefan O. Schönberg, Anja Hennemuth
Comparison of a Hybrid Mixture Model and a CNN for the Segmentation of Myocardial Pathologies in Delayed Enhancement MRI. M&Ms and EMIDEC/STACOM@MICCAI (2020)
Nina Rank, Boris Pfahringer, Jörg Kempfert, Christof Stamm, Titus Kühne, Felix Schoenrath, Volkmar Falk, Carsten Eickhoff, Alexander Meyer
Deep-learning-based real-time prediction of acute kidney injury outperforms human predictive performance. npj Digit. Medicine 3 (2020)
Charlotte Schubert, Gareth Archer, Jo M. Zelis, Sarah Nordmeyer, Kilian Runte, Anja Hennemuth, Felix Berger, Volkmar Falk, Pim A. L. Tonino, Rod Hose, Herman J. ter Horst, Titus Kühne, Marcus Kelm
Wearable devices can predict the outcome of standardized 6-minute walk tests in heart disease. npj Digit. Medicine 3 (2020)
Matthias Ivantsits, Markus Hüllebrand, Sebastian Kelle, Titus Kühne, Anja Hennemuth
Intracranial Aneurysm Rupture Risk Estimation Utilizing Vessel-Graphs and Machine Learning. CADA@MICCAI (2020)
Matthias Ivantsits, Leonid Goubergrits, Jan-Martin Kuhnigk, Markus Hüllebrand, Jan Brüning, Tabea Kossen, Boris Pfahringer, Jens Schaller, Andreas Spuler, Titus Kühne, Anja Hennemuth
Cerebral Aneurysm Detection and Analysis Challenge 2020 (CADA). CADA@MICCAI (2020)
Matthias Ivantsits, Jan-Martin Kuhnigk, Markus Hüllebrand, Titus Kühne, Anja Hennemuth
Deep Learning-Based 3D U-Net Cerebral Aneurysm Detection. CADA@MICCAI (2020)
Benedikt Franke, Jürgen Weese, Irina Wächter-Stehle, Jan Brüning, Titus Kühne, Leonid Goubergrits
Towards improving the accuracy of aortic transvalvular pressure gradients: rethinking Bernoulli. Medical Biol. Eng. Comput. 58 (8) (2020)
Bente Thamsen, Pavlo Yevtushenko, Lina Gundelwein, Hans Lamecker, Titus Kühne, Leonid Goubergrits
Unsupervised Learning and Statistical Shape Modeling of the Morphometry and Hemodynamics of Coarctation of the Aorta. MICCAI (4) (2020)
Huseyin Naci, Maximilian Salcher-Konrad, Alistair Mcguire, Felix Berger, Titus Kühne, Leonid Goubergrits, Vivek Muthurangu, Ben Wilson, Marcus Kelm
Impact of predictive medicine on therapeutic decision making: a randomized controlled trial in congenital heart disease. npj Digit. Medicine 2 (2019)
Katharina Vellguth, Jan Brüning, Lennart Tautz, Franziska Degener, Isaac Wamala, Simon H. Sündermann, Ulrich Kertzscher, Titus Kühne, Anja Hennemuth, Volkmar Falk, Leonid Goubergrits
User-dependent variability in mitral valve segmentation and its impact on CFD-computed hemodynamic parameters. Int. J. Comput. Assist. Radiol. Surg. 14 (10) (2019)
Mathias Neugebauer, Lennart Tautz, Markus Hüllebrand, Simon H. Sündermann, Franziska Degener, Leonid Goubergrits, Titus Kühne, Volkmar Falk, Anja Hennemuth
Virtual downsizing for decision support in mitral valve repair. Int. J. Comput. Assist. Radiol. Surg. 14 (2) (2019)
Faniry H. Razafindrazaka, Katharina Vellguth, Franziska Degener, Simon H. Sündermann, Titus Kühne
Mesh Based Approximation of the Left Ventricle Using a Controlled Shrinkwrap Algorithm. FIMH (2019)
Lennart Tautz, Mathias Neugebauer, Markus Hüllebrand, Katharina Vellguth, Franziska Degener, Simon H. Sündermann, Isaac Wamala, Leonid Goubergrits, Titus Kühne, Volkmar Falk, Anja Hennemuth
Extraction of open-state mitral valve geometry from CT volumes. Int. J. Comput. Assist. Radiol. Surg. 13 (11) (2018)
Jan Brüning, Florian Hellmeier, Pavlo Yevtushenko, Marcus Kelm, Sarah Nordmeyer, Simon H. Sündermann, Titus Kühne, Leonid Goubergrits
Impact of patient-specific LVOT inflow profiles on aortic valve prosthesis and ascending aorta hemodynamics. J. Comput. Sci. 24 (2018)
Fernando Otaviano Campos, Joao F. Fernandes, Yohannes Shiferaw, Titus Kühne, Rodrigo Weber dos Santos, Martin J. Bishop, Gernot Plank
A Multiscale Computational Model of Calcium-Mediated Ectopy in the Human Postinfarction Heart. CinC (2018)
Katharina Vellguth, Jan Brüning, Leonid Goubergrits, Lennart Tautz, Anja Hennemuth, Ulrich Kertzscher, Franziska Degener, Marcus Kelm, Simon H. Sündermann, Titus Kühne
Development of a modeling pipeline for the prediction of hemodynamic outcome after virtual mitral valve repair using image-based CFD. Int. J. Comput. Assist. Radiol. Surg. 13 (11) (2018)
Roch Molléro, Hervé Delingette, Manasi Datar, Tobias Heimann, Jakob A. Hauser, Dilveer Panesar, Alexander Jones, Andrew Mayall Taylor, Marcus Kelm, Titus Kühne, Marcello Chinali, Gabriele Rinelli, Nicholas Ayache, Xavier Pennec, Maxime Sermesant
Longitudinal Analysis Using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies. MICCAI (2) (2017)
Mathias Neugebauer, Martin Glöckler, Leonid Goubergrits, Marcus Kelm, Titus Kühne, Anja Hennemuth
Interactive virtual stent planning for the treatment of coarctation of the aorta. Int. J. Comput. Assist. Radiol. Surg. 11 (1) (2016)
Jonas S. Almeida, Andreas W. M. Dress, Titus Kühne, Laxmi Parida
ICT for Bridging Biology and Medicine (Dagstuhl Perspectives Workshop 13342). Dagstuhl Manifestos 3 (1) (2013)
Stefan Kislinskiy, Tomas Golembiovsky, Christian Duriez, Eugénie Riesenkampff, Titus Kühne, Hans-Peter Meinzer, Diana Wald
Simulationsgestützte Operationsplanung bei angeborenen Herzfehlern - Separation virtueller chirurgischer Eingriffe vom Simulationsmodell. Bildverarbeitung für die Medizin (2013)
Jonas S. Almeida, Andreas W. M. Dress, Titus Kühne, Laxmi Parida
ICT Strategies for Bridging Biology and Precision Medicine (Dagstuhl Perspectives Workshop 13342). Dagstuhl Reports 3 (8) (2013)
Jens Schaller, Leonid Goubergrits, Pavlo Yevtushenko, Ulrich Kertzscher, Eugénie Riesenkampff, Titus Kühne
Hemodynamic in Aortic Coarctation Using MRI-Based Inflow Condition. STACOM (2013)
Markus Hüllebrand, Anja Hennemuth, Daniel Messroghli, Titus Kühne, Ola Friman
Semi-Automatic 4D Fuzzy Connectedness Segmentation of Heart Ventricles in Cine MRI. Bildverarbeitung für die Medizin (2011)
Urte Rietdorf, Eugénie Riesenkampff, Tobias Schwarz, Titus Kühne, Hans-Peter Meinzer, Ivo Wolf
Planning of vessel grafts for reconstructive surgery in congenital heart diseases. Medical Imaging: Image-Guided Procedures (2010)
Urte Rietdorf, Eugénie Riesenkampff, Tobias Schwarz, Titus Kühne, Hans-Peter Meinzer, Ivo Wolf
Planung und Simulation von Patchimplantaten zur intrakardialen Korrektur angeborener Herzfehler. Bildverarbeitung für die Medizin (2010)
Daniel Messroghli, Andre Rudolph, Hassan Abdel-Aty, Ralf Wassmuth, Titus Kühne, Rainer Dietz, Jeanette Schulz-Menger
An open-source software tool for the generation of relaxation time maps in magnetic resonance imaging. BMC Medical Imaging 10 (2010)
Urte Rietdorf, Eugénie Riesenkampff, Titus Kühne, Michael Hübler, Hans-Peter Meinzer, Ivo Wolf
Computer-aided patch planning for treatment of complex coarctation of the aorta. Medical Imaging: Image-Guided Procedures (2009)
Urte Rietdorf, Eugénie Riesenkampff, Ivo Wolf, Mathias Seitel, Nicole Engel, Titus Kühne, Michael Hübler, Tobias Schwarz, Hans-Peter Meinzer
Computergestützte Patchplanung für Aortenerweiterungsplastiken. Bildverarbeitung für die Medizin (2009)