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2020 – today
- 2024
[c55]Cuong Nhat Ha, Shima Asaadi, Sanjeev Kumar Karn, Oladimeji Farri, Tobias Heimann, Thomas A. Runkler:
Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering. ClinicalNLP@NAACL 2024: 246-257- [c54]Jingna Qiu, Frauke Wilm, Mathias Öttl, Maja Schlereth, Chang Liu, Tobias Heimann, Marc Aubreville, Katharina Breininger:
Abstract: Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation. Bildverarbeitung für die Medizin 2024: 11 - [i3]Cuong Nhat Ha, Shima Asaadi, Sanjeev Kumar Karn, Oladimeji Farri, Tobias Heimann, Thomas A. Runkler:
Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering. CoRR abs/2404.16192 (2024) - 2023
- [c53]Jingna Qiu
, Frauke Wilm, Mathias Öttl, Maja Schlereth, Chang Liu, Tobias Heimann, Marc Aubreville, Katharina Breininger:
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation. MICCAI (2) 2023: 90-100 - [e1]Ipek Oguz, Jack H. Noble, Xiaoxiao Li, Martin Styner, Christian Baumgartner, Mirabela Rusu, Tobias Heimann, Despina Kontos, Bennett A. Landman, Benoit M. Dawant:
Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA. Proceedings of Machine Learning Research 227, PMLR 2023 [contents] - [i2]Jingna Qiu, Frauke Wilm, Mathias Öttl, Maja Schlereth, Chang Liu, Tobias Heimann, Marc Aubreville, Katharina Breininger:
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation. CoRR abs/2307.07168 (2023) - 2022
- [j6]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): 1815-1825 (2022) - [c52]Marvin Teichmann, André Aichert, Hanibal Bohnenberger, Philipp Ströbel, Tobias Heimann:
End-to-End Learning for Image-Based Detection of Molecular Alterations in Digital Pathology. MICCAI (2) 2022: 88-98 - [i1]Marvin Teichmann, André Aichert, Hanibal Bohnenberger, Philipp Ströbel, Tobias Heimann:
End-to-end Learning for Image-based Detection of Molecular Alterations in Digital Pathology. CoRR abs/2207.00095 (2022) - 2021
- [j5]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): 1438-1449 (2021)
2010 – 2019
- 2017
- [c51]Roch Molléro, Jakob A. Hauser, Xavier Pennec, Manasi Datar, Hervé Delingette, Alexander Jones, Nicholas Ayache, Tobias Heimann, Maxime Sermesant:
Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion. FIMH 2017: 432-440 - [c50]Marc-Michel Rohé, Manasi Datar, Tobias Heimann, Maxime Sermesant, Xavier Pennec:
SVF-Net: Learning Deformable Image Registration Using Shape Matching. MICCAI (1) 2017: 266-274 - [c49]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: 350-358 - 2016
- [c48]Shanhui Sun, Shun Miao, Tobias Heimann, Terrence Chen, Markus Kaiser, Matthias John, Erin Girard, Rui Liao:
Towards Automated Ultrasound Transesophageal Echocardiography and X-Ray Fluoroscopy Fusion Using an Image-Based Co-registration Method. MICCAI (1) 2016: 395-403 - 2014
- [j4]Thiago Ramos dos Santos, Alexander Seitel, Thomas Kilgus, Stefan Suwelack, Anna-Laura Wekerle, Hannes Kenngott, Stefanie Speidel, Heinz-Peter Schlemmer, Hans-Peter Meinzer, Tobias Heimann, Lena Maier-Hein:
Pose-independent surface matching for intra-operative soft-tissue marker-less registration. Medical Image Anal. 18(7): 1101-1114 (2014) - [j3]Tobias Heimann, Peter Mountney, Matthias John, Razvan Ioan Ionasec:
Real-time ultrasound transducer localization in fluoroscopy images by transfer learning from synthetic training data. Medical Image Anal. 18(8): 1320-1328 (2014) - [c47]Markus Kaiser, Matthias John, Tobias Heimann, Thomas Neumuth, Georg Rose:
Comparison of Optimizers for 2D/3D Registration for Fusion of Ultrasound and X-Ray. Bildverarbeitung für die Medizin 2014: 312-317 - [c46]Markus Kaiser, Matthias John, Tobias Heimann, Thomas Neumuth, Georg Rose:
Improvement of manual 2D/3D registration by decoupling the visual influence of the six degrees of freedom. ISBI 2014: 766-769 - [c45]Markus Kaiser, Matthias John, Tobias Heimann, Alexander Brost, Thomas Neumuth, Georg Rose:
2D/3D Registration of TEE Probe from Two Non-orthogonal C-Arm Directions. MICCAI (1) 2014: 283-290 - [c44]Kristof Ralovich, Matthias John, Estelle Camus, Nassir Navab, Tobias Heimann:
6DoF Catheter Detection, Application to Intracardiac Echocardiography. MICCAI (2) 2014: 635-642 - 2013
- [c43]Hengameh Mirzaalian, Michael Wels, Tobias Heimann, B. Michael Kelm, Michael Sühling:
Fast and robust 3D vertebra segmentation using statistical shape models. EMBC 2013: 3379-3382 - [c42]Tobias Heimann, Peter Mountney, Matthias John, Razvan Ioan Ionasec:
Learning without Labeling: Domain Adaptation for Ultrasound Transducer Localization. MICCAI (3) 2013: 49-56 - 2012
- [c41]Bastian Graser, Maximilian Hien, Helmut Rauch, Hans-Peter Meinzer, Tobias Heimann:
Automatische Detektion des Herzzyklus und des Mitralannulus Durchmessers mittels 3D Ultraschall. Bildverarbeitung für die Medizin 2012: 92-98 - [c40]Andreas Fetzer, Hans-Peter Meinzer, Tobias Heimann:
Interaktive 3D Segmentierung auf Basis einer optimierten Oberflächeninterpolation mittels radialer Basisfunktionen. Bildverarbeitung für die Medizin 2012: 183-188 - [c39]Tobias Heimann, Monika Eichinger, Grzegorz Bauman, Arved Bischoff, Michael Puderbach, Hans-Peter Meinzer:
Automated scoring of regional lung perfusion in children from contrast enhanced 3D MRI. Computer-Aided Diagnosis 2012: 83150U - [c38]Diana Wald, Birgit Teucher, Julien Dinkel, Rudolf Kaaks, Stefan Delorme, Hans-Peter Meinzer, Tobias Heimann:
Automated quantification of adipose and skeletal muscle tissue in whole-body MRI data for epidemiological studies. Computer-Aided Diagnosis 2012: 831519 - [c37]Bastian Graser, Maximilian Hien, Helmut Rauch, Hans-Peter Meinzer, Tobias Heimann:
Automatic detection of cardiac cycle and measurement of the mitral annulus diameter in 4D TEE images. Image Processing 2012: 83140F - [c36]Thiago R. dos Santos, Caspar J. Goch, Alfred M. Franz, Hans-Peter Meinzer, Tobias Heimann, Lena Maier-Hein:
Minimally deformed correspondences between surfaces for intra-operative registration. Image Processing 2012: 83141C - 2011
- [c35]Diana Wald, Tobias Schwarz, Julien Dinkel, Birgit Teucher, Michael Müller, Stefan Delorme, Rudolf Kaaks, Hans-Peter Meinzer, Tobias Heimann:
Quantifizierung des viszeralen, subkutanen und totalen Fettgewebes in Ganzkörper MRT Bildern. Bildverarbeitung für die Medizin 2011: 254-258 - [c34]Xin Wang, Tobias Heimann, Henning Steen, Florian Andre, Hans-Peter Meinzer, Ingmar Wegner:
Robuste Bifurkationsdetektion für das Tracking von Koronararterien. Bildverarbeitung für die Medizin 2011: 274-278 - [c33]Bastian Graser, Manuel Großgasteiger, Christian Rosendal, Helmut Rauch, Hans-Peter Meinzer, Tobias Heimann:
Perioperative Unterstützung und Auswertungshilfe bei Mitralklappenrekonstruktion durch Quantifizierung von Morphologie und Dynamik der Mitralklappe basierend auf 4D Ultraschall Daten. CURAC 2011: 184 - [c32]Diana Wald, Tobias Schwarz, Julien Dinkel, Stefan Delorme, Birgit Teucher, Rudolf Kaaks, Hans-Peter Meinzer, Tobias Heimann:
Analysis of adipose tissue distribution using whole-body magnetic resonance imaging. Computer-Aided Diagnosis 2011: 796312 - [c31]Xin Wang, Tobias Heimann, Hans-Peter Meinzer, Ingmar Wegner:
Robust detection of bifurcations for vessel tree tracking. Computer-Aided Diagnosis 2011: 796327 - [c30]Thiago R. dos Santos, Alexander Seitel, Thomas Kilgus, Tobias Heimann, Ralf Tetzlaff, Hans-Peter Meinzer, Lena Maier-Hein:
Multi-modal surface comparison and its application to intra-operative range data. Image Processing 2011: 79621C - 2010
- [c29]Xin Wang, Ivo Wolf, Philipp Hartmann, Tobias Heimann, Hans-Peter Meinzer, Ingmar Wegner:
Ein gradientenflussbasiertes Ähnlichkeitsmaß für das Tracking von Gefäßen. Bildverarbeitung für die Medizin 2010: 236-240 - [c28]Stéphanie Marchesseau, Tobias Heimann, Simon Chatelin, Rémy Willinger, Hervé Delingette:
Multiplicative Jacobian Energy Decomposition Method for Fast Porous Visco-Hyperelastic Soft Tissue Model. MICCAI (1) 2010: 235-242 - [c27]Tobias Schwarz, Tobias Heimann, Dirk Loßnitzer, Carsten Mohrhardt, Henning Steen, Urte Rietdorf, Ivo Wolf, Hans-Peter Meinzer:
Multiobject segmentation using coupled shape space models. Image Processing 2010: 76233V
2000 – 2009
- 2009
- [j2]Tobias Heimann, Hans-Peter Meinzer:
Statistical shape models for 3D medical image segmentation: A review. Medical Image Anal. 13(4): 543-563 (2009) - [j1]Tobias Heimann, Bram van Ginneken, Martin Styner, Yulia Arzhaeva, Volker Aurich, Christian Bauer, Andreas Beck, Christoph Becker, Reinhard Beichel, György Bekes, Fernando Bello, Gerd Karl Binnig, Horst Bischof, Alexander Bornik, Peter Cashman, Ying Chi, Andrés Cordova, Benoit M. Dawant, Márta Fidrich, Jacob D. Furst, Daisuke Furukawa, Lars Grenacher, Joachim Hornegger, Dagmar Kainmüller, Richard Kitney, Hidefumi Kobatake, Hans Lamecker, Thomas Lange, Jeongjin Lee, Brian Lennon, Rui Li, Senhu Li, Hans-Peter Meinzer, Gábor Németh, Daniela Stan Raicu, Anne-Mareike Rau, Eva M. van Rikxoort, Mikaël Rousson, László Ruskó, Kinda Anna Saddi, Günter Schmidt, Dieter Seghers, Akinobu Shimizu, Pieter Slagmolen, Erich Sorantin, Grzegorz Soza, Ruchaneewan Susomboon, Jonathan M. Waite, Andreas Wimmer, Ivo Wolf:
Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets. IEEE Trans. Medical Imaging 28(8): 1251-1265 (2009) - [c26]Tobias Schwarz, Ralf Tetzlaff, Tobias Heimann, Monika Eichinger, Ivo Wolf, Hans-Peter Meinzer:
4D MRT Lungen-Volumetrie und funktionale Analyse mittels deformierbarer Formmodelle. Bildverarbeitung für die Medizin 2009: 282-286 - [c25]Xin Wang, Tobias Heimann, Arne Nägel, Gabriel Wittum, Hans-Peter Meinzer:
Efficient multigrid solver for the 3D random walker algorithm. Image Processing 2009: 72593R - 2008
- [c24]Tobias Heimann, Tobias Simpfendörfer, Matthias Baumhauer, Hans-Peter Meinzer:
Vollautomatische Segmentierung der Prostata aus 3D-Ultraschallbildern. Bildverarbeitung für die Medizin 2008: 163-167 - [c23]Philipp Wolber, Ingmar Wegner, Tobias Heimann, Michael Puderbach, Ivo Wolf, Hans-Peter Meinzer:
Tracking und Segmentierung baumförmiger, tubulärer Strukturen mit einem hybriden Verfahren. Bildverarbeitung für die Medizin 2008: 242-246 - [c22]Daniel Maleike, Jochen Neuhaus, Tobias Heimann, Marco Nolden, Jens Poxleitner, Max Schöbinger, Tina Schwarz, Mathias Seitel, Ingmar Wegner, Philipp Wolber, Hans-Peter Meinzer, Ivo Wolf:
Qualitätszentrierte Softwareentwicklung in wissenschaftlichen Arbeitsgruppen Auf dem Weg vom Prototypen zum Produkt. Bildverarbeitung für die Medizin 2008: 417-421 - [c21]Martin Styner, Ipek Oguz, Tobias Heimann, Guido Gerig:
Minimum description length with local geometry. ISBI 2008: 1283-1286 - [c20]Klaus H. Fritzsche, Frederik L. Giesel, Tobias Heimann, Philipp A. Thomann, Horst K. Hahn, Johannes Pantel, Johannes Schröder, Marco Essig, Hans-Peter Meinzer:
Neurodegenerative changes in Alzheimer's disease: a comparative study of manual, semi-automated, and fully automated assessment using MRI. Computer-Aided Diagnosis 2008: 69151V - [c19]Tobias Heimann, Matthias Baumhauer, Tobias Simpfendörfer, Hans-Peter Meinzer, Ivo Wolf:
Prostate segmentation from 3D transrectal ultrasound using statistical shape models and various appearance models. Image Processing 2008: 69141P - [c18]Daniel Maleike, Michael Fabel, Ralf Tetzlaff, Hendrik von Tengg-Kobligk, Tobias Heimann, Hans-Peter Meinzer, Ivo Wolf:
Lymph node segmentation on CT images by a shape model guided deformable surface methodh. Image Processing 2008: 69141S - [c17]Tobias Schwarz, Tobias Heimann, Ralf Tetzlaff, Anne-Mareike Rau, Ivo Wolf, Hans-Peter Meinzer:
Interactive surface correction for 3D shape based segmentation. Image Processing 2008: 69143O - 2007
- [c16]Tobias Heimann, Sascha Münzing, Ivo Wolf, Hans-Peter Meinzer:
Freiheit für Formmodelle!. Bildverarbeitung für die Medizin 2007: 136-140 - [c15]Sascha Münzing, Tobias Heimann, Ivo Wolf, Hans-Peter Meinzer:
Evaluierung von Erscheinungsmodellen für die Segmentierung mit statistischen Formmodellen. Bildverarbeitung für die Medizin 2007: 277-281 - [c14]Mareike Schönig, Tobias Heimann, Hans-Peter Meinzer:
Parametrisierung geschlossener Oberflächen für die Erzeugung von 3D-Formmodellen. Bildverarbeitung für die Medizin 2007: 394-398 - [c13]Tobias Heimann, Sascha Münzing, Hans-Peter Meinzer, Ivo Wolf:
A Shape-Guided Deformable Model with Evolutionary Algorithm Initialization for 3D Soft Tissue Segmentation. IPMI 2007: 1-12 - 2006
- [c12]Tobias Heimann, Ivo Wolf, Hans-Peter Meinzer:
Automatische Erstellung von gleichmäßig verteilten Landmarken füur statistische Formmodelle. Bildverarbeitung für die Medizin 2006: 166-170 - [c11]Tobias Heimann, Ivo Wolf, Hans-Peter Meinzer:
Active Shape Models for a Fully Automated 3D Segmentation of the Liver - An Evaluation on Clinical Data. MICCAI (2) 2006: 41-48 - [c10]Tobias Heimann, Ivo Wolf, Hans-Peter Meinzer:
Optimal landmark distributions for statistical shape model construction. Image Processing 2006: 61441J - 2005
- [c9]Lars Fischer, Matthias Thorn, J. O. Neumann, Tobias Heimann, Lars Grenacher, Hans-Peter Meinzer, Helmut Friess, Markus W. Büchler:
Die computergestützte Analyse von Größe, Position und Form venöser Lebersegmente und deren Lagebeziehung zu den Couinaud- und portalen Lebersegmenten. Bildverarbeitung für die Medizin 2005: 21-25 - [c8]Tobias Heimann, Ivo Wolf, Tomos G. Williams, Hans-Peter Meinzer:
3D Active Shape Models Using Gradient Descent Optimization of Description Length. IPMI 2005: 566-577 - 2004
- [c7]Thomas Böttger, Max Schöbinger, Tobias Heimann, Tobias Kunert, Sebastian Ley, Christian Fink, Hans-Ulrich Kauczor, Hans-Peter Meinzer:
Effiziente Segmentierung von MRT-Perfusionsdatensätzen der Lunge. Bildverarbeitung für die Medizin 2004: 35-39 - [c6]Tobias Heimann, Matthias Thorn, Tobias Kunert, Hans-Peter Meinzer:
Empirische Vergleichsmaße für die Evaluation von Segmentierungsergebnissen. Bildverarbeitung für die Medizin 2004: 165-169 - [c5]Matthias Thorn, Michael Kremer, Tobias Heimann, Bruno M. Schmied, Peter Schemmer, Götz Martin Richter, Kaspar Z'graggen, Markus W. Büchler, Hans-Peter Meinzer:
Präzise Volumetrie in der Leberchirurgie - In vivo Evaluierung am Schweinemodell. Bildverarbeitung für die Medizin 2004: 414-418 - [c4]Matthias Thorn, Michael Kremer, Tobias Heimann, Bruno M. Schmied, Peter Schemmer, Götz Martin Richter, Kaspar Z'graggen, Markus W. Büchler, Hans-Peter Meinzer:
Accurate volume measurement for liver surgery in vivo evaluation with a pig model. CARS 2004: 730-734 - [c3]Tobias Heimann, Matthias Thorn, Tobias Kunert, Hans-Peter Meinzer:
Empirical discrepancy measures for the evaluation of segmentation results. CARS 2004: 1276 - [c2]Tobias Kunert, Tobias Heimann, Andre Schröter, Max Schöbinger, Thomas Böttger, Matthias Thorn, Ivo Wolf, Uwe Engelmann, Hans-Peter Meinzer:
An interactive system for volume segmentation in computer-assisted surgery. Image-Guided Procedures 2004 - 2001
- [c1]Tobias Heimann, Antje Schroeder, Christoph Giess, Jan M. Boese, Christian-Friedrich Vahl, Siegfried Hagl:
Integrierte visuelle und haptische Darstellung von Blutflüssen an Herzklappen. Bildverarbeitung für die Medizin 2001: 122-126
Coauthor Index
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