Darko Stern - RankMe

58 papers B 7Misc 1Journal 25Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Augmentation-based Domain Generalization and Joint Training from Multiple Source Domains for Whole Heart Segmentation. CoRR Franz Thaler, Darko Stern, Gernot Plank, Martin Urschler
2025	J	`jnl`	LA-CaRe-CNN: Cascading Refinement CNN for Left Atrial Scar Segmentation. CoRR Franz Thaler, Darko Stern, Gernot Plank, Martin Urschler
2025	J	`jnl`	Semantic-aware Random Convolution and Source Matching for Domain Generalization in Medical Image Segmentation. CoRR Franz Thaler, Martin Urschler, Mateusz Kozinski, Matthias A. F. Gsell, Gernot Plank, Darko Stern
2024	J	`jnl`	AI-augmented Automation for Real Driving Prediction: an Industrial Use Case. CoRR Romina Eramo, Hamzeh Eyal Salman, Matteo Spezialetti, Darko Stern, Pierre Quinton, Antonio Cicchetti
2024	—	`conf`	Augmentation-Based Domain Generalization and Joint Training from Multiple Source Domains for Whole Heart Segmentation. CARE@MICCAI Franz Thaler, Darko Stern, Gernot Plank, Martin Urschler
2024	B	`conf`	Hierarchical Learning of Generative Automaton Models from Sequential Data. SEFM Benjamin von Berg, Bernhard K. Aichernig, Maximilian Rindler, Darko Stern, Martin Tappler
2024	—	`conf`	LA-CaRe-CNN: Cascading Refinement CNN for Left Atrial Scar Segmentation. CARE@MICCAI Franz Thaler, Darko Stern, Gernot Plank, Martin Urschler
2024	J	`jnl`	Multi-Source and Multi-Sequence Myocardial Pathology Segmentation Using a Cascading Refinement CNN. CoRR Franz Thaler, Darko Stern, Gernot Plank, Martin Urschler
2024	—	`conf`	Teeth Localization and Lesion Segmentation in CBCT Images Using SpatialConfiguration-Net and U-Net. VISIGRAPP (3): VISAPP Arnela Hadzic, Barbara Kirnbauer, Darko Stern, Martin Urschler
2023	J	`jnl`	Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net. CoRR Arnela Hadzic, Barbara Kirnbauer, Darko Stern, Martin Urschler
2022	J	`jnl`	Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge. Medical Image Anal. 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
2021	J	`jnl`	A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs. Medical Image Anal. 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
2021	—	`conf`	Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space. IPMI Klemens Kasseroller, Franz Thaler, Christian Payer, Darko Stern
2021	J	`jnl`	Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements. CoRR Franz Thaler, Christian Payer, Horst Bischof, Darko Stern
2021	J	`jnl`	Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization. CoRR Franz Thaler, Christian Payer, Martin Urschler, Darko Stern
2021	J	`jnl`	Uncertainty estimation and explainability in deep learning-based age estimation of the human brain: Results from the German National Cohort MRI study. Comput. Medical Imaging Graph. Tobias Hepp, Dominik Blum, Karim Armanious, Bernhard Schölkopf, Darko Stern, Bin Yang, Sergios Gatidis
2021	J	`jnl`	VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. Medical Image Anal. 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
2020	—	`conf`	Coarse to Fine Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net. VISIGRAPP (5: VISAPP) Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
2020	—	`conf`	Inferring the 3D Standing Spine Posture from 2D Radiographs. MICCAI (6) Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler, Jan S. Kirschke, Bjoern H. Menze
2020	J	`jnl`	Inferring the 3D Standing Spine Posture from 2D Radiographs. CoRR Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler, Jan S. Kirschke, Bjoern H. Menze
2020	—	`conf`	Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps. UNSURE/GRAIL@MICCAI Christian Payer, Martin Urschler, Horst Bischof, Darko Stern
2020	J	`jnl`	Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction. CoRR Stefan Eggenreich, Christian Payer, Martin Urschler, Darko Stern
2020	J	`jnl`	VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images. CoRR 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
2019	J	`jnl`	Automated age estimation from MRI volumes of the hand. Medical Image Anal. Darko Stern, Christian Payer, Martin Urschler
2019	J	`jnl`	Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data. IEEE J. Biomed. Health Informatics Darko Stern, Christian Payer, Nicola Giuliani, Martin Urschler
2019	Misc	`conf`	Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks. IVCNZ Christian Payer, Darko Stern, Martin Urschler
2019	J	`jnl`	Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR 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
2019	J	`jnl`	Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. Medical Image Anal. 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
2019	J	`jnl`	Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization. CoRR Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
2019	J	`jnl`	Integrating spatial configuration into heatmap regression based CNNs for landmark localization. Medical Image Anal. Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
2019	—	`conf`	Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network. MICCAI (5) Savinien Bonheur, Darko Stern, Christian Payer, Michael Pienn, Horst Olschewski, Martin Urschler
2019	J	`jnl`	Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks. Medical Image Anal. Christian Payer, Darko Stern, Marlies Feiner, Horst Bischof, Martin Urschler
2018	—	`conf`	Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks. MICCAI (2) Christian Payer, Darko Stern, Thomas Neff, Horst Bischof, Martin Urschler
2018	J	`jnl`	Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks. CoRR Christian Payer, Darko Stern, Thomas Neff, Horst Bischof, Martin Urschler
2018	J	`jnl`	Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization. Medical Image Anal. Martin Urschler, Thomas Ebner, Darko Stern
2018	—	`conf`	Sparse-View CT Reconstruction Using Wasserstein GANs. MLMIR@MICCAI Franz Thaler, Kerstin Hammernik, Christian Payer, Martin Urschler, Darko Stern
2017	J	`jnl`	Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge. Medical Image Anal. 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
2017	—	`conf`	Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes. MLMI@MICCAI Darko Stern, Philipp Kainz, Christian Payer, Martin Urschler
2017	—	`conf`	Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations. STACOM@MICCAI Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
2016	—	`conf`	Automated Age Estimation from Hand MRI Volumes Using Deep Learning. MICCAI (2) Darko Stern, Christian Payer, Vincent Lepetit, Martin Urschler
2016	—	`conf`	Automatic localization of locally similar structures based on the scale-widening random regression forest. ISBI Darko Stern, Thomas Ebner, Martin Urschler
2016	—	`conf`	From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization. MICCAI (2) Darko Stern, Thomas Ebner, Martin Urschler
2016	—	`conf`	From individual hand bone age estimates to fully automated age estimation via learning-based information fusion. ISBI Darko Stern, Martin Urschler
2016	—	`conf`	Regressing Heatmaps for Multiple Landmark Localization Using CNNs. MICCAI (2) Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
2015	—	`conf`	Anatomical Landmark Detection in Medical Applications Driven by Synthetic Data. ICCV Workshops Gernot Riegler, Martin Urschler, Matthias Rüther, Horst Bischof, Darko Stern
2015	—	`conf`	Automatic Intervertebral Disc Localization and Segmentation in 3D MR Images Based on Regression Forests and Active Contours. CSI@MICCAI Martin Urschler, Kerstin Hammernik, Thomas Ebner, Darko Stern
2015	—	`conf`	Automatic Third Molar Localization from 3D MRI using Random Regression Forests. MIUA Walter Unterpirker, Thomas Ebner, Darko Stern, Martin Urschler
2014	—	`conf`	Determination of legal majority age from 3D magnetic resonance images of the radius bone. ISBI Darko Stern, Thomas Ebner, Horst Bischof, Martin Urschler
2014	B	`conf`	Determination of the intervertebral disc space from CT images of the lumbar spine. Image Processing Robert Korez, Darko Stern, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
2014	—	`conf`	Fully Automatic Bone Age Estimation from Left Hand MR Images. MICCAI (2) Darko Stern, Thomas Ebner, Horst Bischof, Sabine Grassegger, Thomas Ehammer, Martin Urschler
2014	—	`conf`	Towards Automatic Bone Age Estimation from MRI: Localization of 3D Anatomical Landmarks. MICCAI (2) Thomas Ebner, Darko Stern, Rene Donner, Horst Bischof, Martin Urschler
2013	B	`conf`	Quantitative vertebral morphometry in 3D. Image Processing Darko Stern, Vesna Njagulj, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
2012	B	`conf`	3D-2D registration of cerebral angiograms based on vessel directions and intensity gradients. Image Processing Uros Mitrovic, Ziga Spiclin, Darko Stern, Primoz Markelj, Bostjan Likar, Zoran Milosevic, Franjo Pernus
2012	—	`conf`	Automatic measurement of vertebral body deformations in CT images based on a 3D parametric model. Computer-Aided Diagnosis Darko Stern, Miran Bürmen, Vesna Njagulj, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
2011	B	`conf`	Segmentation of vertebral bodies in CT and MR images based on 3D deterministic models. Image Processing Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
2010	B	`conf`	Automated determination of the centers of vertebral bodies and intervertebral discs in CT and MR lumbar spine images. Image Processing Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
2010	—	`conf`	Segmentation of Vertebral Bodies in MR Images Based on Geometrical Models in 3D. MIAR Darko Stern, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
2009	B	`conf`	Automated determination of spinal centerline in CT and MR images. Image Processing Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar