Darko Stern

According to our database, Darko Stern authored at least 49 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Multi-Source and Multi-Sequence Myocardial Pathology Segmentation Using a Cascading Refinement CNN.

Franz Thaler, Darko Stern, Gernot Plank, Martin Urschler

CoRR, 2024

AI-augmented Automation for Real Driving Prediction: an Industrial Use Case.

Romina Eramo, Hamzeh Eyal Salman, Matteo Spezialetti, Darko Stern, Pierre Quinton, Antonio Cicchetti

CoRR, 2024

Teeth Localization and Lesion Segmentation in CBCT Images Using SpatialConfiguration-Net and U-Net.

Arnela Hadzic, Barbara Kirnbauer, Darko Stern, Martin Urschler

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Hierarchical Learning of Generative Automaton Models from Sequential Data.

Benjamin von Berg, Bernhard K. Aichernig, Maximilian Rindler, Darko Stern, Martin Tappler

Proceedings of the Software Engineering and Formal Methods - 22nd International Conference, 2024

2022

Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge.

Jun Ma, Yao Zhang, Song Gu, Xingle An, Zhihe Wang, Cheng Ge, Congcong Wang, Fan Zhang, Yu Wang, Yinan Xu, Shuiping Gou, Franz Thaler, Christian Payer, Darko Stern, Edward G. A. Henderson, Dónal M. McSweeney, Andrew Green, Price Jackson, Lachlan McIntosh, Quoc-Cuong Nguyen, Abdul Qayyum, Pierre-Henri Conze, Ziyan Huang, Ziqi Zhou, Deng-Ping Fan, Huan Xiong, Guoqiang Dong, Qiongjie Zhu, Jian He, Xiaoping Yang

Medical Image Anal., 2022

2021

VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.

Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Zheng Xiangshang, Xu Liming, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke

Medical Image Anal., 2021

A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs.

Karli Gillette, Matthias A. F. Gsell, Anton J. Prassl, Elias Karabelas, Ursula Reiter, Gert Reiter, Thomas Grandits, Christian Payer, Darko Stern, Martin Urschler, Jason D. Bayer, Christoph M. Augustin, Aurel Neic, Thomas Pock, Edward J. Vigmond, Gernot Plank

Medical Image Anal., 2021

Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements.

Franz Thaler, Christian Payer, Horst Bischof, Darko Stern

CoRR, 2021

Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization.

Franz Thaler, Christian Payer, Martin Urschler, Darko Stern

CoRR, 2021

Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study.

Tobias Hepp, Dominik Blum, Karim Armanious, Bernhard Schölkopf, Darko Stern, Bin Yang, Sergios Gatidis

Comput. Medical Imaging Graph., 2021

Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space.

Klemens Kasseroller, Franz Thaler, Christian Payer, Darko Stern

Proceedings of the Information Processing in Medical Imaging, 2021

2020

Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction.

Stefan Eggenreich, Christian Payer, Martin Urschler, Darko Stern

CoRR, 2020

VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images.

Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Xiangshang Zheng, Liming Xu, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke

CoRR, 2020

Coarse to Fine Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net.

Christian Payer, Darko Stern, Horst Bischof, Martin Urschler

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps.

Christian Payer, Martin Urschler, Horst Bischof, Darko Stern

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

Inferring the 3D Standing Spine Posture from 2D Radiographs.

Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler, Jan S. Kirschke, Bjoern H. Menze

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data.

Darko Stern, Christian Payer, Nicola Giuliani, Martin Urschler

IEEE J. Biomed. Health Informatics, 2019

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge.

Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Guang Yang

Medical Image Anal., 2019

Automated age estimation from MRI volumes of the hand.

Darko Stern, Christian Payer, Martin Urschler

Medical Image Anal., 2019

Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks.

Christian Payer, Darko Stern, Marlies Feiner, Horst Bischof, Martin Urschler

Medical Image Anal., 2019

Integrating spatial configuration into heatmap regression based CNNs for landmark localization.

Christian Payer, Darko Stern, Horst Bischof, Martin Urschler

Medical Image Anal., 2019

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge.

Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang

CoRR, 2019

Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network.

Savinien Bonheur, Darko Stern, Christian Payer, Michael Pienn, Horst Olschewski, Martin Urschler

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks.

Christian Payer, Darko Stern, Martin Urschler

Proceedings of the 2019 International Conference on Image and Vision Computing New Zealand, 2019

2018

Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization.

Martin Urschler, Thomas Ebner, Darko Stern

Medical Image Anal., 2018

Sparse-View CT Reconstruction Using Wasserstein GANs.

Franz Thaler, Kerstin Hammernik, Christian Payer, Martin Urschler, Darko Stern

Proceedings of the Machine Learning for Medical Image Reconstruction, 2018

Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks.

Christian Payer, Darko Stern, Thomas Neff, Horst Bischof, Martin Urschler

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge.

Guoyan Zheng, Chengwen Chu, Daniel L. Belavy, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Hugo Hutt, Richard M. Everson, Judith Meakin, Isabel Lopez Andrade, Ben Glocker, Hao Chen, Qi Dou, Pheng-Ann Heng, Chunliang Wang, Daniel Forsberg, Ales Neubert, Jurgen Fripp, Martin Urschler, Darko Stern, Maria Wimmer

Medical Image Anal., 2017

Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes.

Darko Stern, Philipp Kainz, Christian Payer, Martin Urschler

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations.

Christian Payer, Darko Stern, Horst Bischof, Martin Urschler

Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

2016

Automated Age Estimation from Hand MRI Volumes Using Deep Learning.

Darko Stern, Christian Payer, Vincent Lepetit, Martin Urschler

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization.

Darko Stern, Thomas Ebner, Martin Urschler

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Regressing Heatmaps for Multiple Landmark Localization Using CNNs.

Christian Payer, Darko Stern, Horst Bischof, Martin Urschler

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

From individual hand bone age estimates to fully automated age estimation via learning-based information fusion.

Darko Stern, Martin Urschler

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Automatic localization of locally similar structures based on the scale-widening random regression forest.

Darko Stern, Thomas Ebner, Martin Urschler

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Automatic Third Molar Localization from 3D MRI using Random Regression Forests.

Walter Unterpirker, Thomas Ebner, Darko Stern, Martin Urschler

Proceedings of the Medical Image Understanding and Analysis, 2015

Automatic Intervertebral Disc Localization and Segmentation in 3D MR Images Based on Regression Forests and Active Contours.

Martin Urschler, Kerstin Hammernik, Thomas Ebner, Darko Stern

Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2015

Anatomical Landmark Detection in Medical Applications Driven by Synthetic Data.

Gernot Riegler, Martin Urschler, Matthias Rüther, Horst Bischof, Darko Stern

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

2014

Determination of the intervertebral disc space from CT images of the lumbar spine.

Robert Korez, Darko Stern, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Fully Automatic Bone Age Estimation from Left Hand MR Images.

Darko Stern, Thomas Ebner, Horst Bischof, Sabine Grassegger, Thomas Ehammer, Martin Urschler

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Towards Automatic Bone Age Estimation from MRI: Localization of 3D Anatomical Landmarks.

Thomas Ebner, Darko Stern, Rene Donner, Horst Bischof, Martin Urschler

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Determination of legal majority age from 3D magnetic resonance images of the radius bone.

Darko Stern, Thomas Ebner, Horst Bischof, Martin Urschler

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Quantitative vertebral morphometry in 3D.

Darko Stern, Vesna Njagulj, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec

Proceedings of the Medical Imaging 2013: Image Processing, 2013

2012

3D-2D registration of cerebral angiograms based on vessel directions and intensity gradients.

Uros Mitrovic, Ziga Spiclin, Darko Stern, Primoz Markelj, Bostjan Likar, Zoran Milosevic, Franjo Pernus

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Automatic measurement of vertebral body deformations in CT images based on a 3D parametric model.

Darko Stern, Miran Bürmen, Vesna Njagulj, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec

Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 2012

2011

Segmentation of vertebral bodies in CT and MR images based on 3D deterministic models.

Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar

Proceedings of the Medical Imaging 2011: Image Processing, 2011

2010

Automated determination of the centers of vertebral bodies and intervertebral discs in CT and MR lumbar spine images.

Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Segmentation of Vertebral Bodies in MR Images Based on Geometrical Models in 3D.

Darko Stern, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec

Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

2009

Automated determination of spinal centerline in CT and MR images.

Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar

Proceedings of the Medical Imaging 2009: Image Processing, 2009