Fraunhofer Institute for Digital Medicine MEVISDr.-Ing. Lennart Tautz
Publications
2024
Ivantsits M, Tautz L, Huellebrand M, Walczak L, Akansel S, Khasyanova I, Kempfert J, Sündermann S, Falk V, Hennemuth A (2024) MV-GNN: Generation of continuous geometric representations of mitral valve motion from 3D+t echocardiography. Computers in Biology and Medicine 182:109154
Manini C, Nemchyna O, Akansel S, Walczak L, Tautz L, Kolbitsch C, Falk V, Sündermann S, Kühne T, Schulz-Menger J, Hennemuth A (2024) A simulation-based phantom model for generating synthetic mitral valve image data–application to MRI acquisition planning. Int J CARS 19(3):553–569
2023
Martín-Isla C, Campello VM, Izquierdo C, Kushibar K, Sendra-Balcells C, Gkontra P, Sojoudi A, Fulton MJ, Arega TW, Punithakumar K, Li L, Sun X, Al Khalil Y, Liu D, Jabbar S, Queirós S, Galati F, Mazher M, Gao Z, Beetz M, Tautz L, Galazis C, Varela M, Hüllebrand M, Grau V, Zhuang X, Puig D, Zuluaga MA, Mohy-ud-Din H, Metaxas D, Breeuwer M, van der Geest RJ, Noga M, Bricq S, Rentschler ME, Guala A, Petersen SE, Escalera S, Palomares JFR, Lekadir K (2023) Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J. Biomed. Health Inform. 27(7):3302–3313
2022
Goubergrits L, Vellguth K, Obermeier L, Schlief A, Tautz L, Bruening J, Lamecker H, Szengel A, Nemchyna O, Knosalla C, Kuehne T, Solowjowa N (2022) CT-Based Analysis of Left Ventricular Hemodynamics Using Statistical Shape Modeling and Computational Fluid Dynamics. Front Cardiovasc Med 9:901902
Huellebrand M, Ivantsits M, Tautz L, Kelle S, Hennemuth A (2022) A Collaborative Approach for the Development and Application of Machine Learning Solutions for CMR-Based Cardiac Disease Classification. Front Cardiovasc Med 9
Ivantsits M, Pfahringer B, Huellebrandt M, Walczak L, Tautz L, Nemchyna O, Akansel S, Kempfert J, Sündermann S, Hennemuth A (2022) 3D Mitral Valve Surface Reconstruction from 3D TEE via Graph Neural Networks. In: Camara O, Puyol-Antón E, Qin C, Sermesant M, Suinesiaputra A, Wang S, Young A (eds) Proceedings of the 13th International Workshop on Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers. LNCS 13593, pp 330–339
Krüger N, Meyer A, Tautz L, Hüllebrand M, Wamala I, Pullig M, Kofler M, Kempfert J, Sündermann S, Falk V, Hennemuth A (2022) Cascaded neural network-based CT image processing for aortic root analysis. Int J CARS 17:507–519
Obermeier L, Vellguth K, Schlief A, Tautz L, Bruening J, Knosalla C, Kuehne T, Solowjowa N, Goubergrits L (2022) CT-Based Simulation of Left Ventricular Hemodynamics: A Pilot Study in Mitral Regurgitation and Left Ventricle Aneurysm Patients. Front Cardiovasc Med 9:828556
Walczak L, Georgii J, Tautz L, Neugebauer M, Wamala I, Sündermann S, Falk V, Hennemuth A (2022) Using Position‐Based Dynamics for Simulating Mitral Valve Closure and Repair Procedures. Comput Graph Forum 41(1):270–287
2021
Walczak L, Tautz L, Neugebauer M, Georgii J, Wamala I, Sündermann S, Falk V, Hennemuth A (2021) Interactive editing of virtual chordae tendineae for the simulation of the mitral valve in a decision support system. Int J CARS 16(1):125–132
2020
Huellebrand M, Messroghli D, Tautz L, Kuehne T, Hennemuth A (2020) An Extensible Software Platform for Interdisciplinary Cardiovascular Imaging Research. Comput Methods Programs Biomed 184:105277
Ivantsits M, Tautz L, Sündermann S, Wamala I, Kempfert J, Kuehne T, Falk V, Hennemuth A (2020) DL-based segmentation of endoscopic scenes for mitral valve repair. Curr Dir Biomed Eng 6(1):20200017
Tautz L (2020) Image-Based Tracking, Quanti cation and Exploration of Cardiac Dynamics. Ph.D. thesis
Tautz L, Walczak L, Georgii J, Jazaerli A, Vellguth K, Wamala I, Sundermann S, Falk V, Hennemuth A (2020) Combining position-based dynamics and gradient vector flow for 4D mitral valve segmentation in TEE sequences. Int J CARS 15(1):119–128
Tautz L, Zhang H, Hüllebrand M, Ivantsits M, Kelle S, Kuehne T, Falk V, Hennemuth A (2020) Cardiac radiomics: an interactive approach for 4D data exploration. Curr Dir Biomed Eng 6(1):20200008
2019
Kanski M, Chitiboi T, Tautz L, Hennemuth A, Halpern D, Sherrid MV, Axel L (2019) Analysis of Three-Chamber View Tagged Cine MRI in Patients with Suspected Hypertrophic Cardiomyopathy. Functional Imaging and Modeling of the Heart. LNCS 11504, pp 425–432
Neugebauer M, Tautz L, Hüllebrand M, Sündermann S, Degener F, Goubergrits L, Kühne T, Falk V, Hennemuth A (2019) Virtual downsizing for decision support in mitral valve repair. Int J CARS 14(2):357–371
Vellguth K, Bruning J, Tautz L, Degener F, Wamala I, Sundermann S, Kertzscher U, Kuehne T, Hennemuth A, Falk V, Goubergrits L (2019) User-dependent variability in mitral valve segmentation and its impact on CFD-computed hemodynamic parameters. Int J CARS 14(10):1687–1696
Walczak L, Georgii J, Tautz L, Neugebauer M, Wamala I, Sündermann S, Falk V, Hennemuth A (2019) Using Position-Based Dynamics for Simulating the Mitral Valve in a Decision Support System. Proceedings of Eurographics Workshop on Visual Computing for Biology and Medicine. pp 165–175
2018
Tautz L, Neugebauer M, Hüllebrand M, Vellguth K, Degener F, Sündermann S, Kuehne T, Falk V, Hennemuth A (2018) Extraction of Open-State Mitral Valve Geometry from CT Volumes. International Journal of Computer Assisted Radiology and Surgery
Tautz L, Neugebauer M, Hüllebrand M, Vellguth K, Degener F, Sündermann S, Wamala I, Goubergrits L, Kuehne T, Falk V, Hennemuth A (2018) Extraction of open-state mitral valve geometry from CT volumes. Int J CARS 13(11):1741–1754
Tautz L, Neugebauer M, Wamala I, Sündermann S, Falk V, Hennemuth A (2018) Automatic Detection of Commissures in Mitral Valve Geometry. Proceedings of CURAC 2018. pp 16–21
2017
Chitiboi T, Ramb R, Feng L, Piekarski E, Tautz L, Hennemuth A, Axel L (2017) Multi-cycle Reconstruction of Cardiac MRI for the Analysis of Inter-ventricular Septum Motion During Free Breathing. Lecture Notes in Computer Science. pp 63–72
Pontre B, Cowan BR, DiBella E, Kulaseharan S, Likhite D, Noorman N, Tautz L, Tustison N, Wollny G, Young AA, Suinesiaputra A (2017) An Open Benchmark Challenge for Motion Correction of Myocardial Perfusion MRI. IEEE J Biomed Health Inform 21(5):1315–1326
Tautz L, Hüllebrand M, Steinmetz M, Voit D, Frahm J, Hennemuth A (2017) Exploration of Interventricular Septum Motion in Multi-Cycle Cardiac MRI. In: Bruckner S, Hennemuth A, Kainz B, Hotz I, Merhof D, Rieder C (eds) VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine. The Eurographics Association, pp 169–178
2016
Tautz L, Feng L, Otazo R, Hennemuth A, Axel L (2016) Cardiac function analysis with cardiorespiratory-synchronized CMR. J Cardiovasc Magn Reson 18(Suppl 1):W24
Tautz L, Feng L, Otazo R, Hennemuth A, Axel L (2016) Analysis of cardiac interventricular septum motion in different respiratory states. Proceedings of SPIE Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging. 97880X:pp 1–6
2015
Chitiboi T, Hennemuth A, Tautz L, Huellebrand M, Frahm J, Hahn HK (2015) Automatic multi-cycle analysis of cardiac function from real-time MRI. Proc. of 18th Annual SCMR Scientific Sessions. P 385
Huellebrand M, Hennemuth A, Tautz L, Joseph A, Frahm J (2015) Analysis of aortic blood-flow from ECG-free realtime PC MRI. Proc. of 18th Annual SCMR Scientific Sessions. Q 42
Tautz L, Chitiboi T, Hennemuth A (2015) Automatic Perfusion Analysis Using Phase-Based Registration and Object-Based Image Analysis. Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges. LNCS 8896, pp 51–60
Untenberger M, Hüllebrand M, Tautz L, Joseph AA, Voit D, Merboldt KD, Frahm J (2015) Spatiotemporal phase unwrapping for real-time phase-contrast flow MRI: Phase Unwrapping for Real-Time Flow MRI. Magn Reson Med 74(4):964–970
2014
Chitiboi T, Hennemuth A, Tautz L, Huellebrand M, Frahm J, Hahn HK (2014) Cardiac Function Analysis in Multi-cycle Real-time MRI. Proceedings of the Joint Annual Meeting ISMRM-ESMRMB. 3929
Chitiboi T, Hennemuth A, Tautz L, Hüllebrand M, Frahm J, Linsen L, Hahn HK (2014) Context-Based Segmentation and Analysis of Multi-Cycle Real-Time Cardiac MRI. Proceedings of IEEE International Symposium on Biomedical Imaging. pp 943–946
Hennemuth A, Chitiboi T, Tautz L, Huellebrand M, Braunewell S, Frahm J (2014) Real-Time MRI for the Quantification of Inter-Heartbeat-Variation. Annual Meeting Radiological Society of North America (RSNA). QIRR006
Tautz L, Hennemuth A, Chitiboi T, Kramer U (2014) Evaluation of a phase-based motion tracking method for the calculation of myocardial stress and strain from tagged MRI. Journal of Cardiovascular Magnetic Resonance. P365
2013
Chitiboi T, Hennemuth A, Tautz L, Stolzmann P, Donati OF, Linsen L, Hahn HK (2013) Automatic Detection of Myocardial Perfusion Defects using Object-based Myocardium Segmentation. Computing in Cardiology. IEEE, pp 639–642
De Craene M, Marchesseau S, Heyde B, Gao H, Alessandrini M, Bernard O, Piella G, Porras AR, Tautz L, Hennemuth A, Prakosa A, Liebgott H, Somphone O, Allain P, Makram Ebeid S, Delingette H, Sermesant M, D'hooge J, Saloux E (2013) 3D strain assessment in ultrasound (Straus): a synthetic comparison of five tracking methodologies. IEEE Trans Med Imaging 32(9):1632–1646
Huellebrand M, Hennemuth A, Frahm J, Tautz L (2013) Automatic Quantification of Blood Flow from Real-time Phase-contrast MRI. Proc. RSNA 2013. pp SSC03–06
Tautz L, Hennemuth A, Peitgen H-O (2013) Quadrature Filter Based Analysis of Myocardial Deformation Based on 3D Ultrasound. Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges. LNCS 7746, pp 169–177
Tobon-Gomez C, De Craene M, McLeod K, Tautz L, Shi W, Hennemuth A, Prakosa A, Wang H, Carr-White G, Kapetanakis S, Lutz A, Rasche V, Schaeffter T, Butakoff C, Friman O, Mansi T, Sermesant M, Zhuang X, Ourselin S, Peitgen H-O, Pennec X, Razavi R, Rueckert D, Frangi AF, Rhode KS (2013) Benchmarking framework for myocardial tracking and deformation algorithms: an open access database. Med Image Anal 17(6):632–648
2012
Hennemuth A, Knowles B, Huellebrand M, Tautz L, Peitgen H-O (2012) Automatic Detection of Left Atrial Scar Tissue in DE-MRI using a Mixture Model and Location Constraints. cDEMRI Challenge, ISBI 2012. pp 1–2
Tautz L, Hennemuth A, Peitgen H-O (2012) Motion Analysis with Quadrature Filter Based Registration of Tagged MRI Sequences. Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges. LNCS 7085, pp 78–87
2011
Mang S, Brachmann C, Köhn A, van Straaten D, Floca R, Merkel B, Nagel A, Biller A, Tautz L, Oesau S, Genz A, Wirtz S, Unholtz D, Gerigk L, Parodi K, Süss P, Hahn HK, Thieke C, Woetzel J (2011) RONDO – Software platform used for combined analysis and image display for MR and other diagnostic modalities. ESMRMB 2011, 28th Annual Scientific Meeting, Leipzig, Germany, 6-8 October. 534–535
Moltz JH, Braunewell S, Rühaak J, Heckel F, Barbieri S, Tautz L, Hahn HK, Peitgen H-O (2011) Analysis of Variability in Manual Liver Tumor Delineation in CT Scans. IEEE International Symposium on Biomedical Imaging. pp 1974–1977
Tautz L, Friman O, Hennemuth A, Seeger A, Peitgen H-O (2011) Automatic Detection of a Heart ROI in Perfusion MRI Images. Bildverarbeitung für die Medizin. pp 259–263
2010
Tautz L, Hennemuth A, Andersson M, Seeger A, Knutsson H, Friman O (2010) Phase-Based Non-Rigid Registration of Myocardial Perfusion MRI Image Sequences. IEEE International Symposium on Biomedical Imaging: From Nano to Macro. pp 516–519