Sandy Engelhardt

101 papers A* 2Journal 55Unranked 39

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis. CoRR Marvin Seyfarth, Sarah Kaye Mueller, Arman Ghanaat, Isabelle Ayx, Fabian Fastenrath, Philipp Wild, Alexander Hertel, Theano Papavassiliu, Salman Ul Hassan Dar, Sandy Engelhardt
2026	J	`jnl`	Correction: Multi-modal dataset creation for federated learning with DICOM-structured reports. Int. J. Comput. Assist. Radiol. Surg. Malte Tölle, Lukas Burger, Halvar Kelm, Florian André, Peter Bannas, Gerhard-Paul Diller, Norbert Frey, Philipp Garthe, Stefan Groß, Anja Hennemuth, Lars Kaderali, Nina Krüger, Andreas Leha, Simon Martin, Alexander Meyer, Eike Nagel, Stefan Orwat, Clemens Scherer, Moritz Seiffert, Jan Moritz Seliger, Stefan Simm, Tim Friede, Tim Seidler, Sandy Engelhardt
2026	—	`ed.`	Deep Generative Models - 5th MICCAI Workshop, DGM4MICCAI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings DGM4MICCAI@MICCAI Anirban Mukhopadhyay, Ilkay Öksüz, Sandy Engelhardt, Dorit Merhof, Yixuan Yuan
2026	—	`conf`	Rethinking Diversity Metrics in Medical Imaging with Wasserstein Distance. Bildverarbeitung für die Medizin Marvin Seyfarth, Salman Ul Hassan Dar, Sandy Engelhardt
2026	J	`jnl`	VolDiT: Controllable Volumetric Medical Image Synthesis with Diffusion Transformers. CoRR Marvin Seyfarth, Salman Ul Hassan Dar, Yannik Frisch, Philipp Wild, Norbert Frey, Florian André, Sandy Engelhardt
2025	—	`conf`	An Automatic Self-supervised Phase-Based Approach to Aligned Long-Axis Strain Measurements in Four Chamber Cardiovascular Magnetic Resonance Imaging. FIMH (2) Sarah Kaye Mueller, Jonathan Kiekenap, Sven Koehler, Florian André, Norbert Frey, Gerald Greil, Tarique Hussain, Ivo Wolf, Sandy Engelhardt
2025	J	`jnl`	Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers. CoRR Malte Tölle, Mohamad Scharaf, Samantha Fischer, Christoph Reich, Silav Zeid, Christoph Dieterich, Benjamin Meder, Norbert Frey, Philipp Wild, Sandy Engelhardt
2025	—	`ed.`	Deep Generative Models - 4th MICCAI Workshop, DGM4MICCAI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings DGM4MICCAI@MICCAI Anirban Mukhopadhyay, Ilkay Öksüz, Sandy Engelhardt, Dorit Merhof, Yixuan Yuan
2025	J	`jnl`	Deformable Image Registration for Self-supervised Cardiac Phase Detection in Multi-View Multi-Disease Cardiac Magnetic Resonance Images. CoRR Sven Koehler, Sarah Kaye Mueller, Jonathan Kiekenap, Gerald Greil, Tarique Hussain, Samir Sarikouch, Florian André, Norbert Frey, Sandy Engelhardt
2025	—	`conf`	MedLoRD: A Medical Low-Resource Diffusion Model for High-Resolution 3D CT Image Synthesis. SASHIMI@MICCAI 2025 Marvin Seyfarth, Salman Ul Hassan Dar, Isabelle Ayx, Matthias Alexander Fink, Stefan O. Schönberg, Hans-Ulrich Kauczor, Sandy Engelhardt
2025	J	`jnl`	MedLoRD: A Medical Low-Resource Diffusion Model for High-Resolution 3D CT Image Synthesis. CoRR Marvin Seyfarth, Salman Ul Hassan Dar, Isabelle Ayx, Matthias Alexander Fink, Stefan O. Schönberg, Hans-Ulrich Kauczor, Sandy Engelhardt
2025	J	`jnl`	Multi-modal dataset creation for federated learning with DICOM-structured reports. Int. J. Comput. Assist. Radiol. Surg. Malte Tölle, Lukas Burger, Halvar Kelm, Florian André, Peter Bannas, Gerhard-Paul Diller, Norbert Frey, Philipp Garthe, Stefan Groß, Anja Hennemuth, Lars Kaderali, Nina Krüger, Andreas Leha, Simon Martin, Alexander Meyer, Eike Nagel, Stefan Orwat, Clemens Scherer, Moritz Seiffert, Jan Moritz Seliger, Stefan Simm, Tim Friede, Tim Seidler, Sandy Engelhardt
2025	J	`jnl`	Real world federated learning with a knowledge distilled transformer for cardiac CT imaging. npj Digit. Medicine Malte Tölle, Philipp Garthe, Clemens Scherer, Jan Moritz Seliger, Andreas Leha, Nina Krüger, Stefan Simm, Simon Martin, Sebastian Eble, Halvar Kelm, Moritz Bednorz, Florian André, Peter Bannas, Gerhard-Paul Diller, Norbert Frey, Stefan Groß, Anja Hennemuth, Lars Kaderali, Alexander Meyer, Eike Nagel, Stefan Orwat, Moritz Seiffert, Tim Friede, Tim Seidler, Sandy Engelhardt
2025	J	`jnl`	Simulation of thoracic endovascular aortic repair in a perfused patient-specific model of type B aortic dissection. Int. J. Comput. Assist. Radiol. Surg. Lukas Mohl, Roger Karl, Matthias N. Hagedorn, Armin Runz, Stephan Skornitzke, Malte Tölle, C. Soeren Bergt, Johannes Hatzl, Christian Uhl, Dittmar Böckler, Katrin Meisenbacher, Sandy Engelhardt
2024	J	`jnl`	An ex-vivo and in-vitro dynamic simulator for surgical and transcatheter mitral valve interventions. Int. J. Comput. Assist. Radiol. Surg. Roger Karl, Gabriele Romano, Josephin Marx, Matthias Eden, Philipp Schlegel, Lubov Stroh, Samantha Fischer, Maximilian Hehl, Reinald Kühle, Lukas Mohl, Matthias Karck, Norbert Frey, Raffaele De Simone, Sandy Engelhardt
2024	—	`ed.`	Deep Generative Models - Third MICCAI Workshop, DGM4MICCAI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings DGM4MICCAI Anirban Mukhopadhyay, Ilkay Öksüz, Sandy Engelhardt, Dajiang Zhu, Yixuan Yuan
2024	—	`conf`	Effect of Training Epoch Number on Patient Data Memorization in Unconditional Latent Diffusion Models. Bildverarbeitung für die Medizin Salman Ul Hassan Dar, Isabelle Ayx, Marie Kapusta, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
2024	—	`conf`	FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels. MICCAI (10) Malte Tölle, Fernando Navarro, Sebastian Eble, Ivo Wolf, Bjoern H. Menze, Sandy Engelhardt
2024	J	`jnl`	FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels. CoRR Malte Tölle, Fernando Navarro, Sebastian Eble, Ivo Wolf, Bjoern H. Menze, Sandy Engelhardt
2024	J	`jnl`	Federated Foundation Model for Cardiac CT Imaging. CoRR Malte Tölle, Philipp Garthe, Clemens Scherer, Jan Moritz Seliger, Andreas Leha, Nina Krüger, Stefan Simm, Simon Martin, Sebastian Eble, Halvar Kelm, Moritz Bednorz, Florian André, Peter Bannas, Gerhard-Paul Diller, Norbert Frey, Stefan Groß, Anja Hennemuth, Lars Kaderali, Alexander Meyer, Eike Nagel, Stefan Orwat, Moritz Seiffert, Tim Friede, Tim Seidler, Sandy Engelhardt
2024	—	`conf`	Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis. SASHIMI@MICCAI Marvin Seyfarth, Salman Ul Hassan Dar, Sandy Engelhardt
2024	J	`jnl`	Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis. CoRR Marvin Seyfarth, Salman Ul Hassan Dar, Sandy Engelhardt
2024	J	`jnl`	Multi-Modal Dataset Creation for Federated~Learning with DICOM Structured Reports. CoRR Malte Tölle, Lukas Burger, Halvar Kelm, Florian André, Peter Bannas, Gerhard-Paul Diller, Norbert Frey, Philipp Garthe, Stefan Groß, Anja Hennemuth, Lars Kaderali, Nina Krüger, Andreas Leha, Simon Martin, Alexander Meyer, Eike Nagel, Stefan Orwat, Clemens Scherer, Moritz Seiffert, Jan Moritz Seliger, Stefan Simm, Tim Friede, Tim Seidler, Sandy Engelhardt
2024	J	`jnl`	Surgical phase and instrument recognition: how to identify appropriate dataset splits. Int. J. Comput. Assist. Radiol. Surg. Georgii Kostiuchik, Lalith Sharan, Benedikt Mayer, Ivo Wolf, Bernhard Preim, Sandy Engelhardt
2024	—	`conf`	Towards Unified Multi-modal Dataset Creation for Deep Learning Utilizing Structured Reports. Bildverarbeitung für die Medizin Malte Tölle, Lukas Burger, Halvar Kelm, Sandy Engelhardt
2024	J	`jnl`	Unconditional Latent Diffusion Models Memorize Patient Imaging Data. CoRR Salman Ul Hassan Dar, Marvin Seyfarth, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
2023	J	`jnl`	Comparative evaluation of three commercially available markerless depth sensors for close-range use in surgical simulation. Int. J. Comput. Assist. Radiol. Surg. Lukas Burger, Lalith Sharan, Roger Karl, Christina Wang, Matthias Karck, Raffaele De Simone, Ivo Wolf, Gabriele Romano, Sandy Engelhardt
2023	J	`jnl`	Interactive visual exploration of surgical process data. Int. J. Comput. Assist. Radiol. Surg. Benedikt Mayer, Monique Meuschke, Jimmy Chen, Beat P. Müller-Stich, Martin Wagner, Bernhard Preim, Sandy Engelhardt
2023	—	`conf`	Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis. DGM4MICCAI Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
2023	J	`jnl`	Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis. CoRR Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
2023	J	`jnl`	Surgical Phase and Instrument Recognition: How to identify appropriate Dataset Splits. CoRR Georgii Kostiuchik, Lalith Sharan, Benedikt Mayer, Ivo Wolf, Bernhard Preim, Sandy Engelhardt
2023	A*	`conf`	Why is the Winner the Best? CVPR Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brüngel, J. Cho, C. Choi, Q. Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hélène Urien, João L. Vilaça, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, Sen Yang, Y. Yang, Zixuan Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein
2023	J	`jnl`	Why is the winner the best? CoRR Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, Ali Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, et al.
2023	J	`jnl`	mvHOTA: A multi-view higher order tracking accuracy metric to measure temporal and spatial associations in multi-point tracking. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Lalith Sharan, Halvar Kelm, Gabriele Romano, Matthias Karck, Raffaele De Simone, Sandy Engelhardt
2022	—	`conf`	Abstract: M Bildverarbeitung für die Medizin Jonas Cordes, Thomas Enzlein, Christian Marsching, Marven Hinze, Sandy Engelhardt, Carsten Hopf, Ivo Wolf
2022	J	`jnl`	Biomedical image analysis competitions: The state of current participation practice. CoRR Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Patrick Godau, Veronika Cheplygina, Michal Kozubek, Sharib Ali, Anubha Gupta, Jan Kybic, J. Alison Noble, Carlos Ortiz-de-Solórzano, Samiksha Pachade, Caroline Petitjean, Daniel Sage, Donglai Wei, Elizabeth Wilden, Deepak Alapatt, Vincent Andrearczyk, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Vivek Singh Bawa, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Jinwook Choi, Olivier Commowick, Marie Daum, Adrien Depeursinge, Reuben Dorent, Jan Egger, Hannah Eichhorn, Sandy Engelhardt, Melanie Ganz, Gabriel Girard, Lasse Hansen, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Hyunjeong Kim, Bennett A. Landman, Hongwei Bran Li, Jianning Li, Jun Ma, Anne L. Martel, et al.
2022	—	`conf`	Comparison of Depth Estimation Setups from Stereo Endoscopy and Optical Tracking for Point Measurements. Bildverarbeitung für die Medizin Lukas Burger, Lalith Sharan, Samantha Fischer, Julian Brand, Maximillian Hehl, Gabriele Romano, Matthias Karck, Raffaele De Simone, Ivo Wolf, Sandy Engelhardt
2022	J	`jnl`	Comparison of Depth Estimation Setups from Stereo Endoscopy and Optical Tracking for Point Measurements. CoRR Lukas Burger, Lalith Sharan, Samantha Fischer, Julian Brand, Maximillian Hehl, Gabriele Romano, Matthias Karck, Raffaele De Simone, Ivo Wolf, Sandy Engelhardt
2022	—	`conf`	Comparison of Evaluation Metrics for Landmark Detection in CMR Images. Bildverarbeitung für die Medizin Sven Koehler, Lalith Sharan, Julian Kuhm, Arman Ghanaat, Jelizaveta Gordejeva, Nike K. Simon, Niko M. Grell, Florian André, Sandy Engelhardt
2022	J	`jnl`	Comparison of Evaluation Metrics for Landmark Detection in CMR Images. CoRR Sven Koehler, Lalith Sharan, Julian Kuhm, Arman Ghanaat, Jelizaveta Gordejeva, Nike K. Simon, Niko M. Grell, Florian André, Sandy Engelhardt
2022	—	`conf`	Content-Aware Differential Privacy with Conditional Invertible Neural Networks. DeCaF/FAIR@MICCAI Malte Tölle, Ullrich Köthe, Florian André, Benjamin Meder, Sandy Engelhardt
2022	J	`jnl`	Content-Aware Differential Privacy with Conditional Invertible Neural Networks. CoRR Malte Tölle, Ullrich Köthe, Florian André, Benjamin Meder, Sandy Engelhardt
2022	—	`ed.`	Deep Generative Models - Second MICCAI Workshop, DGM4MICCAI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings DGM4MICCAI@MICCAI Anirban Mukhopadhyay, Ilkay Öksüz, Sandy Engelhardt, Dajiang Zhu, Yixuan Yuan
2022	J	`jnl`	Medical Diffusion - Denoising Diffusion Probabilistic Models for 3D Medical Image Generation. CoRR Firas Khader, Gustav Mueller-Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Schulze-Hagen, Philipp Schad, Sandy Engelhardt, Bettina Baeßler, Sebastian Foersch, Johannes Stegmaier, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn
2022	J	`jnl`	Mutually Improved Endoscopic Image Synthesis and Landmark Detection in Unpaired Image-to-Image Translation. IEEE J. Biomed. Health Informatics Lalith Sharan, Gabriele Romano, Sven Koehler, Halvar Kelm, Matthias Karck, Raffaele De Simone, Sandy Engelhardt
2022	J	`jnl`	Posterior temperature optimized Bayesian models for inverse problems in medical imaging. CoRR Max-Heinrich Laves, Malte Tölle, Alexander Schlaefer, Sandy Engelhardt
2022	J	`jnl`	Posterior temperature optimized Bayesian models for inverse problems in medical imaging. Medical Image Anal. Max-Heinrich Laves, Malte Tölle, Alexander Schlaefer, Sandy Engelhardt
2022	—	`conf`	Self-supervised Motion Descriptor for Cardiac Phase Detection in 4D CMR Based on Discrete Vector Field Estimations. STACOM@MICCAI Sven Koehler, Tarique Hussain, Hamza Hussain, Daniel Young, Samir Sarikouch, Thomas Pickardt, Gerald Greil, Sandy Engelhardt
2022	J	`jnl`	Self-supervised motion descriptor for cardiac phase detection in 4D CMR based on discrete vector field estimations. CoRR Sven Koehler, Tarique Hussain, Hamza Hussain, Daniel Young, Samir Sarikouch, Thomas Pickardt, Gerald Greil, Sandy Engelhardt
2022	J	`jnl`	mvHOTA: A multi-view higher order tracking accuracy metric to measure spatial and temporal associations in multi-point detection. CoRR Lalith Sharan, Halvar Kelm, Gabriele Romano, Matthias Karck, Raffaele De Simone, Sandy Engelhardt
2021	—	`ed.`	Deep Generative Models, and Data Augmentation, Labelling, and Imperfections - First Workshop, DGM4MICCAI 2021, and First Workshop, DALI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings DGM4MICCAI/DALI@MICCAI Sandy Engelhardt, Ilkay Öksüz, Dajiang Zhu, Yixuan Yuan, Anirban Mukhopadhyay, Nicholas Heller, Sharon Xiaolei Huang, Hien Van Nguyen, Raphael Sznitman, Yuan Xue
2021	—	`conf`	Heatmap-based 2D Landmark Detection with a Varying Number of Landmarks. Bildverarbeitung für die Medizin Antonia Stern, Lalith Sharan, Gabriele Romano, Sven Koehler, Matthias Karck, Raffaele De Simone, Ivo Wolf, Sandy Engelhardt
2021	J	`jnl`	Heatmap-based 2D Landmark Detection with a Varying Number of Landmarks. CoRR Antonia Stern, Lalith Sharan, Gabriele Romano, Sven Koehler, Matthias Karck, Raffaele De Simone, Ivo Wolf, Sandy Engelhardt
2021	J	`jnl`	Mutually improved endoscopic image synthesis and landmark detection in unpaired image-to-image translation. CoRR Lalith Sharan, Gabriele Romano, Sven Koehler, Halvar Kelm, Matthias Karck, Raffaele De Simone, Sandy Engelhardt
2021	J	`jnl`	Point detection through multi-instance deep heatmap regression for sutures in endoscopy. Int. J. Comput. Assist. Radiol. Surg. Lalith Sharan, Gabriele Romano, Julian Brand, Halvar Kelm, Matthias Karck, Raffaele De Simone, Sandy Engelhardt
2021	J	`jnl`	Point detection through multi-instance deep heatmap regression for sutures in endoscopy. CoRR Lalith Sharan, Gabriele Romano, Julian Brand, Halvar Kelm, Matthias Karck, Raffaele De Simone, Sandy Engelhardt
2021	J	`jnl`	Unsupervised Domain Adaptation From Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks. IEEE Trans. Medical Imaging Sven Koehler, Tarique Hussain, Zach Blair, Tyler Huffaker, Florian Ritzmann, Animesh Tandon, Thomas Pickardt, Samir Sarikouch, Heiner Latus, Gerald Greil, Ivo Wolf, Sandy Engelhardt
2021	J	`jnl`	Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks. CoRR Sven Koehler, Tarique Hussain, Zach Blair, Tyler Huffaker, Florian Ritzmann, Animesh Tandon, Thomas Pickardt, Samir Sarikouch, Heiner Latus, Gerald Greil, Ivo Wolf, Sandy Engelhardt
2020	J	`jnl`	A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging. CoRR Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, Sulaiman Vesal, Nishant Ravikumar, Andreas K. Maier, Xin Yang, Pheng-Ann Heng, Dong Ni, Caizi Li, Qianqian Tong, Weixin Si, Élodie Puybareau, Younes Khoudli, Thierry Géraud, Chen Chen, Wenjia Bai, Daniel Rueckert, Lingchao Xu, Xiahai Zhuang, Xinzhe Luo, Shuman Jia, Maxime Sermesant, Yashu Liu, Kuanquan Wang, Davide Borra, Alessandro Masci, Cristiana Corsi, Coen de Vente, Mitko Veta, Rashed Karim, Chandrakanth Jayachandran Preetha, Sandy Engelhardt, Mengyun Qiao, Yuanyuan Wang, Qian Tao, Marta Nuñez Garcia, Oscar Camara, Nicoló Savioli, Pablo Lamata, Jichao Zhao
2020	—	`conf`	Abstract: Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training. Bildverarbeitung für die Medizin Sandy Engelhardt, Lalith Sharan, Matthias Karck, Raffaele De Simone, Ivo Wolf
2020	J	`jnl`	How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning? CoRR Sven Koehler, Animesh Tandon, Tarique Hussain, Heiner Latus, Thomas Pickardt, Samir Sarikouch, Philipp Beerbaum, Gerald Greil, Sandy Engelhardt, Ivo Wolf
2020	—	`conf`	How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalize to rare congenital heart diseases for surgical planning? Image-Guided Procedures Sven Koehler, Animesh Tandon, Tarique Hussain, Heiner Latus, Thomas Pickardt, Samir Sarikouch, Philipp Beerbaum, Gerald Greil, Sandy Engelhardt, Ivo Wolf
2020	J	`jnl`	Mitral valve flattening and parameter mapping for patient-specific valve diagnosis. Int. J. Comput. Assist. Radiol. Surg. Nils Lichtenberg, Pepe Eulzer, Gabriele Romano, Andreas Brcic, Matthias Karck, Kai Lawonn, Raffaele De Simone, Sandy Engelhardt
2020	J	`jnl`	Temporal Views of Flattened Mitral Valve Geometries. IEEE Trans. Vis. Comput. Graph. Pepe Eulzer, Sandy Engelhardt, Nils Lichtenberg, Raffaele De Simone, Kai Lawonn
2020	J	`jnl`	Towards Augmented Reality-based Suturing in Monocular Laparoscopic Training. CoRR Chandrakanth Jayachandran Preetha, Jonathan Kloss, Fabian Siegfried Wehrtmann, Lalith Sharan, Carolyn Fan, Beat Peter Müller-Stich, Felix Nickel, Sandy Engelhardt
2020	—	`conf`	Towards augmented reality-based suturing in monocular laparoscopic training. Image-Guided Procedures Chandrakanth Jayachandran Preetha, Jonathan Kloss, Fabian Siegfried Wehrtmann, Lalith Sharan, Carolyn Fan, Beat Peter Müller-Stich, Felix Nickel, Sandy Engelhardt
2019	—	`conf`	Cross-Domain Conditional Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training. MICCAI (5) Sandy Engelhardt, Lalith Sharan, Matthias Karck, Raffaele De Simone, Ivo Wolf
2019	J	`jnl`	Cross-Domain Conditional Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training. CoRR Sandy Engelhardt, Lalith Sharan, Matthias Karck, Raffaele De Simone, Ivo Wolf
2019	J	`jnl`	Flexible and Comprehensive Patient-Specific Mitral Valve Silicone Models with Chordae Tendinae Made From 3D-Printable Molds. CoRR Sandy Engelhardt, Simon Sauerzapf, Bernhard Preim, Matthias Karck, Ivo Wolf, Raffaele De Simone
2019	J	`jnl`	Flexible and comprehensive patient-specific mitral valve silicone models with chordae tendineae made from 3D-printable molds. Int. J. Comput. Assist. Radiol. Surg. Sandy Engelhardt, Simon Sauerzapf, Bernhard Preim, Matthias Karck, Ivo Wolf, Raffaele De Simone
2019	—	`conf`	Generating Large Labeled Data Sets for Laparoscopic Image Processing Tasks Using Unpaired Image-to-Image Translation. MICCAI (5) Micha Pfeiffer, Isabel Funke, Maria R. Robu, Sebastian Bodenstedt, Leon Strenger, Sandy Engelhardt, Tobias Roß, Matthew J. Clarkson, Kurinchi Gurusamy, Brian R. Davidson, Lena Maier-Hein, Carina Riediger, Thilo Welsch, Jürgen Weitz, Stefanie Speidel
2019	J	`jnl`	Generating large labeled data sets for laparoscopic image processing tasks using unpaired image-to-image translation. CoRR Micha Pfeiffer, Isabel Funke, Maria R. Robu, Sebastian Bodenstedt, Leon Strenger, Sandy Engelhardt, Tobias Roß, Matthew J. Clarkson, Kurinchi Gurusamy, Brian R. Davidson, Lena Maier-Hein, Carina Riediger, Thilo Welsch, Jürgen Weitz, Stefanie Speidel
2019	—	`conf`	Improving Surgical Training Phantoms by Hyperrealism: Deep Unpaired Image-to-Image Translation from Real Surgeries. Bildverarbeitung für die Medizin Sandy Engelhardt, Raffaele De Simone, Peter M. Full, Matthias Karck, Ivo Wolf
2019	—	`conf`	Mitral Valve Quantification at a Glance - Flattening Patient-Specific Valve Geometry. Bildverarbeitung für die Medizin Pepe Eulzer, Nils Lichtenberg, Rawa Arif, Andreas Brcic, Matthias Karck, Kai Lawonn, Raffaele De Simone, Sandy Engelhardt
2019	—	`conf`	Multimodal image registration of pre- and intra-interventional data for surgical planning of transarterial chemoembolisation. Image-Guided Procedures Barbara Waldkirch, Sandy Engelhardt, Frank G. Zöllner, Lothar R. Schad, Ivo Wolf
2018	J	`jnl`	AR in VR: assessing surgical augmented reality visualizations in a steerable virtual reality environment. Int. J. Comput. Assist. Radiol. Surg. Julian Hettig, Sandy Engelhardt, Christian Hansen, Gabriel Mistelbauer
2018	J	`jnl`	Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jäger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin
2018	—	`conf`	Elastic Mitral Valve Silicone Replica Made from 3D-Printable Molds Offer Advanced Surgical Training. Bildverarbeitung für die Medizin Sandy Engelhardt, Simon Sauerzapf, Sameer Al-Maisary, Matthias Karck, Bernhard Preim, Ivo Wolf, Raffaele De Simone
2018	—	`conf`	Improving Surgical Training Phantoms by Hyperrealism: Deep Unpaired Image-to-Image Translation from Real Surgeries. MICCAI (1) Sandy Engelhardt, Raffaele De Simone, Peter M. Full, Matthias Karck, Ivo Wolf
2018	J	`jnl`	Improving Surgical Training Phantoms by Hyperrealism: Deep Unpaired Image-to-Image Translation from Real Surgeries. CoRR Sandy Engelhardt, Raffaele De Simone, Peter M. Full, Matthias Karck, Ivo Wolf
2018	—	`conf`	Segmentation of the Left Atrium from 3D Gadolinium-Enhanced MR Images with Convolutional Neural Networks. STACOM@MICCAI Chandrakanth Jayachandran Preetha, Shyamalakshmi Haridasan, Vahid Abdi, Sandy Engelhardt
2017	—	`conf`	Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features. STACOM@MICCAI Fabian Isensee, Paul F. Jaeger, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Klaus H. Maier-Hein
2017	J	`jnl`	Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features. CoRR Fabian Isensee, Paul F. Jaeger, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Klaus H. Maier-Hein
2017	J	`jnl`	What does it all mean? Capturing Semantics of Surgical Data and Algorithms with Ontologies. CoRR Darko Katic, Maria Maleshkova, Sandy Engelhardt, Ivo Wolf, Keno März, Lena Maier-Hein, Marco Nolden, Martin Wagner, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel
2016	J	`jnl`	Accuracy evaluation of a mitral valve surgery assistance system based on optical tracking. Int. J. Comput. Assist. Radiol. Surg. Sandy Engelhardt, Raffaele De Simone, Sameer Al-Maisary, Silvio Kolb, Matthias Karck, Hans-Peter Meinzer, Ivo Wolf
2016	—	`conf`	Cognitive tools pipeline for assistance of mitral valve surgery. Image-Guided Procedures Nicolai Schoch, Patrick Philipp, Tobias Weller, Sandy Engelhardt, Mykola Volovyk, Andreas Fetzer, Marco Nolden, Raffaele De Simone, Ivo Wolf, Maria Maleshkova, Achim Rettinger, Rudi Studer, Vincent Heuveline
2016	J	`jnl`	Comprehensive patient-specific information preprocessing for cardiac surgery simulations. Int. J. Comput. Assist. Radiol. Surg. Nicolai Schoch, F. Kißler, Markus Stoll, Sandy Engelhardt, Raffaele De Simone, Ivo Wolf, Rolf Bendl, Vincent Heuveline
2016	—	`conf`	Endoscopic feature tracking for augmented-reality assisted prosthesis selection in mitral valve repair. Image-Guided Procedures Sandy Engelhardt, Silvio Kolb, Raffaele De Simone, Matthias Karck, Hans-Peter Meinzer, Ivo Wolf
2016	—	`conf`	Statistische 3D-Formmodelle mit verteilter Erscheinungsmodellierung - Segmentierung per Abstimmung. Bildverarbeitung für die Medizin Tobias Norajitra, Sandy Engelhardt, Thomas Held, Sameer Al-Maisary, Raffaele De Simone, Hans-Peter Meinzer, Klaus H. Maier-Hein
2015	—	`conf`	Integration of a biomechanical simulation for mitral valve reconstruction into a knowledge-based surgery assistance system. Image-Guided Procedures Nicolai Schoch, Sandy Engelhardt, Norbert Zimmermann, Stefanie Speidel, Raffaele De Simone, Ivo Wolf, Vincent Heuveline
2015	J	`jnl`	Toward knowledge-based liver surgery: holistic information processing for surgical decision support. Int. J. Comput. Assist. Radiol. Surg. Keno März, Mohammadreza Hafezi, Tobias Weller, Arash Saffari, Marco Nolden, Nassim Fard, A. Majlesara, Sascha Zelzer, Maria Maleshkova, Mykola Volovyk, N. Gharabaghi, Martin Wagner, G. Emami, Sandy Engelhardt, Andreas Fetzer, Hannes Kenngott, N. Rezai, Achim Rettinger, Rudi Studer, Arianeb Mehrabi, Lena Maier-Hein
2015	—	`conf`	Towards Automatic Assessment of the Mitral Valve Coaptation Zone from 4D Ultrasound. FIMH Sandy Engelhardt, Nils Lichtenberg, Sameer Al-Maisary, Raffaele De Simone, Helmut Rauch, Jens Roggenbach, Stefan Müller, Matthias Karck, Hans-Peter Meinzer, Ivo Wolf
2014	—	`conf`	A New Method for Intraoperative Quantification of Mitral Leaflet Segment Prolapse. CinC Sandy Engelhardt, Raffaele De Simone, Norbert Zimmermann, Matthias Karck, Hans-Peter Meinzer, Diana Nabers, Ivo Wolf
2014	—	`conf`	Augmented Reality-Enhanced Endoscopic Images for Annuloplasty Ring Sizing. AE-CAI Sandy Engelhardt, Raffaele De Simone, Norbert Zimmermann, Sameer Al-Maisary, Diana Nabers, Matthias Karck, Hans-Peter Meinzer, Ivo Wolf
2014	—	`conf`	Gestaltung patientenspezifischer Annuloplastieringe. Bildverarbeitung für die Medizin Bastian Graser, Sameer Al-Maisary, Manuel Großgasteiger, Sandy Engelhardt, Raffaele De Simone, Norbert Zimmermann, Matthias Karck, Hans-Peter Meinzer, Diana Wald, Ivo Wolf
2014	—	`conf`	Integration einer Biomechanischen Simulation zur Unterstützung von Mitralklappen-Rekonstruktionen in ein Wissensbasiertes Assistenzsystem. CURAC Nicolai Schoch, Sandy Engelhardt, Norbert Zimmermann, Stefanie Speidel, Raffaele De Simone, Ivo Wolf, Vincent Heuveline
2014	—	`conf`	Intraoperative measurements on the mitral apparatus using optical tracking: a feasibility study. Image-Guided Procedures Sandy Engelhardt, Raffaele De Simone, Diana Wald, Norbert Zimmermann, Sameer Al-Maisary, Carsten J. Beller, Matthias Karck, Hans-Peter Meinzer, Ivo Wolf
2014	—	`conf`	Vermessung des Mitralapparats mit einem optisch getrackten Zeigeinstrument für die virtuelle Annuloplastie. Bildverarbeitung für die Medizin Sandy Engelhardt, Bastian Graser, Raffaele De Simone, Norbert Zimmermann, Matthias Karck, Hans-Peter Meinzer, Diana Nabers, Ivo Wolf
2011	—	`conf`	Multimodal visualizations for pre-operative neurosurgical planning. GI-Jahrestagung Diana Röttger, Sandy Engelhardt, Stefan Müller
2010	—	`conf`	Features for Classification of Polyps in Colonoscopy. Bildverarbeitung für die Medizin Sandy Engelhardt, Stefan Ameling, Stephan Wirth, Dietrich Paulus
2009	A*	`conf`	MoleARlert - an augmented reality game based on Lemmings. ISMAR Sandy Engelhardt, Annabell Langs, Gerrit Lochmann, Irini Schmidt, Stefan Müller