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Darko Stern
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2020 – today
- 2024
- [c31]Benjamin von Berg, Bernhard K. Aichernig
, Maximilian Rindler, Darko Stern
Hierarchical Learning of Generative Automaton Models from Sequential Data. SEFM 2024: 215-233 - [c30]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: 290-297 - [i11]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 abs/2404.02841 (2024) - [i10]Franz Thaler, Darko Stern, Gernot Plank, Martin Urschler:
Multi-Source and Multi-Sequence Myocardial Pathology Segmentation Using a Cascading Refinement CNN. CoRR abs/2409.12792 (2024) - 2023
- [i9]Arnela Hadzic, Barbara Kirnbauer, Darko Stern, Martin Urschler:
Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net. CoRR abs/2312.12189 (2023) - 2022
- [j11]Jun Ma
Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge. Medical Image Anal. 82: 102616 (2022) - 2021
- [j10]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: 101967 (2021) - [j9]Karli Gillette
A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs. Medical Image Anal. 71: 102080 (2021) - [j8]Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. Medical Image Anal. 73: 102166 (2021) - [c29]Klemens Kasseroller
Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space. IPMI 2021: 767-778 - [i8]Franz Thaler, Christian Payer, Martin Urschler, Darko Stern:
Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization. CoRR abs/2109.09533 (2021) - [i7]Franz Thaler, Christian Payer, Horst Bischof, Darko Stern:
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements. CoRR abs/2111.13630 (2021) - 2020
- [c28]Christian Payer
Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps. UNSURE/GRAIL@MICCAI 2020: 42-51 - [c27]Amirhossein Bayat, Anjany Sekuboyina, Johannes C. Paetzold, Christian Payer, Darko Stern, Martin Urschler
Inferring the 3D Standing Spine Posture from 2D Radiographs. MICCAI (6) 2020: 775-784 - [c26]Christian Payer, Darko Stern, Horst Bischof
Coarse to Fine Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net. VISIGRAPP (5: VISAPP) 2020: 124-133 - [i6]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:
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images. CoRR abs/2001.09193 (2020) - [i5]Stefan Eggenreich, Christian Payer, Martin Urschler, Darko Stern:
Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction. CoRR abs/2002.10819 (2020) - [i4]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 abs/2007.06612 (2020)
2010 – 2019
- 2019
- [j7]Christian Payer
Integrating spatial configuration into heatmap regression based CNNs for landmark localization. Medical Image Anal. 54: 207-219 (2019) - [j6]Christian Payer
Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks. Medical Image Anal. 57: 106-119 (2019) - [j5]Darko Stern, Christian Payer, Martin Urschler
Automated age estimation from MRI volumes of the hand. Medical Image Anal. 58 (2019) - [j4]Xiahai Zhuang
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. Medical Image Anal. 58 (2019) - [j3]Darko Stern
Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data. IEEE J. Biomed. Health Informatics 23(4): 1392-1403 (2019) - [c25]Christian Payer, Darko Stern, Martin Urschler
Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks. IVCNZ 2019: 1-6 - [c24]Savinien Bonheur, Darko Stern, Christian Payer, Michael Pienn, Horst Olschewski, Martin Urschler
Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network. MICCAI (5) 2019: 664-672 - [i3]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 abs/1902.07880 (2019) - [i2]Christian Payer, Darko Stern, Horst Bischof, Martin Urschler:
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization. CoRR abs/1908.00748 (2019) - 2018
- [j2]Martin Urschler
Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization. Medical Image Anal. 43: 23-36 (2018) - [c23]Christian Payer
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks. MICCAI (2) 2018: 3-11 - [c22]Franz Thaler, Kerstin Hammernik
Sparse-View CT Reconstruction Using Wasserstein GANs. MLMIR@MICCAI 2018: 75-82 - [i1]Christian Payer, Darko Stern, Thomas Neff, Horst Bischof, Martin Urschler:
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks. CoRR abs/1806.02070 (2018) - 2017
- [j1]Guoyan Zheng
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge. Medical Image Anal. 35: 327-344 (2017) - [c21]Darko Stern, Philipp Kainz, Christian Payer
Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes. MLMI@MICCAI 2017: 61-69 - [c20]Christian Payer
Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations. STACOM@MICCAI 2017: 190-198 - 2016
- [c19]Darko Stern
From individual hand bone age estimates to fully automated age estimation via learning-based information fusion. ISBI 2016: 150-154 - [c18]Darko Stern
Automatic localization of locally similar structures based on the scale-widening random regression forest. ISBI 2016: 1422-1425 - [c17]Darko Stern
Automated Age Estimation from Hand MRI Volumes Using Deep Learning. MICCAI (2) 2016: 194-202 - [c16]Darko Stern
From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization. MICCAI (2) 2016: 221-229 - [c15]Christian Payer
Regressing Heatmaps for Multiple Landmark Localization Using CNNs. MICCAI (2) 2016: 230-238 - 2015
- [c14]Gernot Riegler, Martin Urschler
Anatomical Landmark Detection in Medical Applications Driven by Synthetic Data. ICCV Workshops 2015: 85-89 - [c13]Martin Urschler
Automatic Intervertebral Disc Localization and Segmentation in 3D MR Images Based on Regression Forests and Active Contours. CSI@MICCAI 2015: 130-140 - [c12]Walter Unterpirker, Thomas Ebner, Darko Stern, Martin Urschler:
Automatic Third Molar Localization from 3D MRI using Random Regression Forests. MIUA 2015: 195-200 - 2014
- [c11]Darko Stern, Thomas Ebner
Determination of legal majority age from 3D magnetic resonance images of the radius bone. ISBI 2014: 1119-1122 - [c10]Darko Stern
Fully Automatic Bone Age Estimation from Left Hand MR Images. MICCAI (2) 2014: 220-227 - [c9]Thomas Ebner
Towards Automatic Bone Age Estimation from MRI: Localization of 3D Anatomical Landmarks. MICCAI (2) 2014: 421-428 - [c8]Robert Korez, Darko Stern
Determination of the intervertebral disc space from CT images of the lumbar spine. Image Processing 2014: 90342Q - 2013
- [c7]Darko Stern
Quantitative vertebral morphometry in 3D. Image Processing 2013: 86690F - 2012
- [c6]Darko Stern
Automatic measurement of vertebral body deformations in CT images based on a 3D parametric model. Computer-Aided Diagnosis 2012: 831510 - [c5]Uros Mitrovic, Ziga Spiclin, Darko Stern
3D-2D registration of cerebral angiograms based on vessel directions and intensity gradients. Image Processing 2012: 83141T - 2011
- [c4]Darko Stern
Segmentation of vertebral bodies in CT and MR images based on 3D deterministic models. Image Processing 2011: 79620D - 2010
- [c3]Darko Stern
Segmentation of Vertebral Bodies in MR Images Based on Geometrical Models in 3D. MIAR 2010: 419-428 - [c2]Darko Stern
Automated determination of the centers of vertebral bodies and intervertebral discs in CT and MR lumbar spine images. Image Processing 2010: 762350
2000 – 2009
- 2009
- [c1]Darko Stern
Automated determination of spinal centerline in CT and MR images. Image Processing 2009: 72594M
Coauthor Index
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last updated on 2024-12-23 20:33 CET by the dblp team
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