Darko Stern

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 39

Top Topics

Landmark Localization

Top Venues

Medical Image Anal.

Publications

Romina Eramo, Hamzeh Eyal Salman, Matteo Spezialetti, Darko Stern, Pierre Quinton, Antonio Cicchetti
AI-augmented Automation for Real Driving Prediction: an Industrial Use Case. CoRR (2024)
Arnela Hadzic, Barbara Kirnbauer, Darko Stern, Martin Urschler
Teeth Localization and Lesion Segmentation in CBCT Images Using SpatialConfiguration-Net and U-Net. VISIGRAPP (3): VISAPP (2024)
Arnela Hadzic, Barbara Kirnbauer, Darko Stern, Martin Urschler
Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net. CoRR (2023)
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 F. 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
Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge. Medical Image Anal. 82 (2022)
Franz Thaler, Christian Payer, Horst Bischof, Darko Stern
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements. CoRR (2021)
Klemens Kasseroller, Franz Thaler, Christian Payer, Darko Stern
Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space. IPMI (2021)
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
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. Medical Image Anal. 73 (2021)
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
A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs. Medical Image Anal. 71 (2021)
Tobias Hepp, Dominik Blum, Karim Armanious, Bernhard Schölkopf, Darko Stern, Bin Yang, Sergios Gatidis
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. 92 (2021)
Franz Thaler, Christian Payer, Martin Urschler, Darko Stern
Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization. CoRR (2021)
Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler, Jan S. Kirschke, Bjoern H. Menze
Inferring the 3D Standing Spine Posture from 2D Radiographs. CoRR (2020)
Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
Coarse to Fine Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net. VISIGRAPP (5: VISAPP) (2020)
Christian Payer, Martin Urschler, Horst Bischof, Darko Stern
Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps. UNSURE/GRAIL@MICCAI (2020)
Stefan Eggenreich, Christian Payer, Martin Urschler, Darko Stern
Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction. CoRR (2020)
Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler, Jan S. Kirschke, Bjoern H. Menze
Inferring the 3D Standing Spine Posture from 2D Radiographs. MICCAI (6) (2020)
Christian Payer, Darko Stern, Martin Urschler
Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks. IVCNZ (2019)
Darko Stern, Christian Payer, Martin Urschler
Automated age estimation from MRI volumes of the hand. Medical Image Anal. 58 (2019)
Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization. CoRR (2019)
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
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR (2019)
Christian Payer, Darko Stern, Marlies Feiner, Horst Bischof, Martin Urschler
Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks. Medical Image Anal. 57 (2019)
Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
Integrating spatial configuration into heatmap regression based CNNs for landmark localization. Medical Image Anal. 54 (2019)
Darko Stern, Christian Payer, Nicola Giuliani, Martin Urschler
Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data. IEEE J. Biomed. Health Informatics 23 (4) (2019)
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
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. Medical Image Anal. 58 (2019)
Savinien Bonheur, Darko Stern, Christian Payer, Michael Pienn, Horst Olschewski, Martin Urschler
Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network. MICCAI (5) (2019)
Franz Thaler, Kerstin Hammernik, Christian Payer, Martin Urschler, Darko Stern
Sparse-View CT Reconstruction Using Wasserstein GANs. MLMIR@MICCAI (2018)
Christian Payer, Darko Stern, Thomas Neff, Horst Bischof, Martin Urschler
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks. MICCAI (2) (2018)
Christian Payer, Darko Stern, Thomas Neff, Horst Bischof, Martin Urschler
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks. CoRR (2018)
Martin Urschler, Thomas Ebner, Darko Stern
Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization. Medical Image Anal. 43 (2018)
Darko Stern, Philipp Kainz, Christian Payer, Martin Urschler
Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes. MLMI@MICCAI (2017)
Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations. STACOM@MICCAI (2017)
Guoyan Zheng, Chengwen Chu, Daniel 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
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge. Medical Image Anal. 35 (2017)
Darko Stern, Christian Payer, Vincent Lepetit, Martin Urschler
Automated Age Estimation from Hand MRI Volumes Using Deep Learning. MICCAI (2) (2016)
Darko Stern, Thomas Ebner, Martin Urschler
From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization. MICCAI (2) (2016)
Christian Payer, Darko Stern, Horst Bischof, Martin Urschler
Regressing Heatmaps for Multiple Landmark Localization Using CNNs. MICCAI (2) (2016)
Darko Stern, Martin Urschler
From individual hand bone age estimates to fully automated age estimation via learning-based information fusion. ISBI (2016)
Darko Stern, Thomas Ebner, Martin Urschler
Automatic localization of locally similar structures based on the scale-widening random regression forest. ISBI (2016)
Martin Urschler, Kerstin Hammernik, Thomas Ebner, Darko Stern
Automatic Intervertebral Disc Localization and Segmentation in 3D MR Images Based on Regression Forests and Active Contours. CSI@MICCAI (2015)
Walter Unterpirker, Thomas Ebner, Darko Stern, Martin Urschler
Automatic Third Molar Localization from 3D MRI using Random Regression Forests. MIUA (2015)
Gernot Riegler, Martin Urschler, Matthias Rüther, Horst Bischof, Darko Stern
Anatomical Landmark Detection in Medical Applications Driven by Synthetic Data. ICCV Workshops (2015)
Thomas Ebner, Darko Stern, Rene Donner, Horst Bischof, Martin Urschler
Towards Automatic Bone Age Estimation from MRI: Localization of 3D Anatomical Landmarks. MICCAI (2) (2014)
Robert Korez, Darko Stern, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Determination of the intervertebral disc space from CT images of the lumbar spine. Medical Imaging: Image Processing (2014)
Darko Stern, Thomas Ebner, Horst Bischof, Martin Urschler
Determination of legal majority age from 3D magnetic resonance images of the radius bone. ISBI (2014)
Darko Stern, Thomas Ebner, Horst Bischof, Sabine Grassegger, Thomas Ehammer, Martin Urschler
Fully Automatic Bone Age Estimation from Left Hand MR Images. MICCAI (2) (2014)
Darko Stern, Vesna Njagulj, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Quantitative vertebral morphometry in 3D. Medical Imaging: Image Processing (2013)
Uros Mitrovic, Ziga Spiclin, Darko Stern, Primoz Markelj, Bostjan Likar, Zoran Milosevic, Franjo Pernus
3D-2D registration of cerebral angiograms based on vessel directions and intensity gradients. Medical Imaging: Image Processing (2012)
Darko Stern, Miran Bürmen, Vesna Njagulj, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Automatic measurement of vertebral body deformations in CT images based on a 3D parametric model. Medical Imaging: Computer-Aided Diagnosis (2012)
Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Segmentation of vertebral bodies in CT and MR images based on 3D deterministic models. Medical Imaging: Image Processing (2011)
Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Automated determination of the centers of vertebral bodies and intervertebral discs in CT and MR lumbar spine images. Medical Imaging: Image Processing (2010)
Darko Stern, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Segmentation of Vertebral Bodies in MR Images Based on Geometrical Models in 3D. MIAR (2010)
Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Automated determination of spinal centerline in CT and MR images. Medical Imaging: Image Processing (2009)