Automated determination of spinal centerline in CT and MR images. - Darko Stern; Tomaz Vrtovec; Franjo Pernus; Bostjan Likar (Image Processing, 2009)

Segmentation of Vertebral Bodies in MR Images Based on Geometrical Models in 3D. - Darko Stern; Bostjan Likar; Franjo Pernus; Tomaz Vrtovec (MIAR, 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 (Image Processing, 2010)

Segmentation of vertebral bodies in CT and MR images based on 3D deterministic models. - Darko Stern; Tomaz Vrtovec; Franjo Pernus; Bostjan Likar (Image Processing, 2011)

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 (Computer-Aided Diagnosis, 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 (Image Processing, 2012)

Quantitative vertebral morphometry in 3D. - Darko Stern; Vesna Njagulj; Bostjan Likar; Franjo Pernus; Tomaz Vrtovec (Image Processing, 2013)

Determination of legal majority age from 3D magnetic resonance images of the radius bone. - Darko Stern; Thomas Ebner; Horst Bischof; Martin Urschler (ISBI, 2014)

Towards Automatic Bone Age Estimation from MRI: Localization of 3D Anatomical Landmarks. - Thomas Ebner; Darko Stern; Rene Donner; Horst Bischof; Martin Urschler (MICCAI (2), 2014)

Fully Automatic Bone Age Estimation from Left Hand MR Images. - Darko Stern; Thomas Ebner; Horst Bischof; Sabine Grassegger; Thomas Ehammer; Martin Urschler (MICCAI (2), 2014)

Determination of the intervertebral disc space from CT images of the lumbar spine. - Robert Korez; Darko Stern; Bostjan Likar; Franjo Pernus; Tomaz Vrtovec (Image Processing, 2014)

Anatomical Landmark Detection in Medical Applications Driven by Synthetic Data. - Gernot Riegler; Martin Urschler; Matthias Rüther; Horst Bischof; Darko Stern (ICCV Workshops, 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 (CSI@MICCAI, 2015)

Automatic Third Molar Localization from 3D MRI using Random Regression Forests. - Walter Unterpirker; Thomas Ebner; Darko Stern; Martin Urschler (MIUA, 2015)

Automatic localization of locally similar structures based on the scale-widening random regression forest. - Darko Stern; Thomas Ebner; Martin Urschler (ISBI, 2016)

From individual hand bone age estimates to fully automated age estimation via learning-based information fusion. - Darko Stern; Martin Urschler (ISBI, 2016)

Regressing Heatmaps for Multiple Landmark Localization Using CNNs. - Christian Payer; Darko Stern; Horst Bischof; Martin Urschler (MICCAI (2), 2016)

From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization. - Darko Stern; Thomas Ebner; Martin Urschler (MICCAI (2), 2016)

Automated Age Estimation from Hand MRI Volumes Using Deep Learning. - Darko Stern; Christian Payer; Vincent Lepetit; Martin Urschler (MICCAI (2), 2016)

Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations. - Christian Payer; Darko Stern; Horst Bischof; Martin Urschler (STACOM@MICCAI, 2017)

Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes. - Darko Stern; Philipp Kainz; Christian Payer; Martin Urschler (MLMI@MICCAI, 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 011; et al. (Medical Image Anal., 2017)

Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks. - Christian Payer; Darko Stern; Thomas Neff; Horst Bischof; Martin Urschler (MICCAI (2), 2018)

Sparse-View CT Reconstruction Using Wasserstein GANs. - Franz Thaler; Kerstin Hammernik; Christian Payer; Martin Urschler; Darko Stern (MLMIR@MICCAI, 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)

Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks. - Christian Payer; Darko Stern; Martin Urschler (IVCNZ, 2019)

Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network. - Savinien Bonheur; Darko Stern; Christian Payer; Michael Pienn; Horst Olschewski; Martin Urschler (MICCAI (5), 2019)

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. - Xiahai Zhuang; Lei Li 020; Christian Payer; Darko Stern; Martin Urschler; Mattias P. Heinrich; Julien Oster; Chunliang Wang; Örjan Smedby; Cheng Bian; Xin Yang 009; Pheng-Ann Heng; et al. (CoRR, 2019)

Integrating spatial configuration into heatmap regression based CNNs for landmark localization. - Christian Payer; Darko Stern; Horst Bischof; 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)

Automated age estimation from MRI volumes of the hand. - Darko Stern; Christian Payer; Martin Urschler (Medical Image Anal., 2019)

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. - Xiahai Zhuang; Lei Li 020; Christian Payer; Darko Stern; Martin Urschler; Mattias P. Heinrich; Julien Oster; Chunliang Wang; Örjan Smedby; Cheng Bian; Xin Yang 009; Pheng-Ann Heng; et al. (Medical Image Anal., 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)

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 (MICCAI (6), 2020)

Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps. - Christian Payer; Martin Urschler; Horst Bischof; Darko Stern (UNSURE/GRAIL@MICCAI, 2020)

Coarse to Fine Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net. - Christian Payer; Darko Stern; Horst Bischof; Martin Urschler (VISIGRAPP (5: VISAPP), 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 004; Giles Tetteh; Jan Kukacka; Christian Payer; Darko Stern; Martin Urschler; Maodong Chen; et al. (CoRR, 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)

Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space. - Klemens Kasseroller; Franz Thaler; Christian Payer; Darko Stern (IPMI, 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 002; Dominik Blum; Karim Armanious; Bernhard Schölkopf; Darko Stern; Bin Yang 009; Sergios Gatidis (Comput. Medical Imaging Graph., 2021)

Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization. - Franz Thaler; Christian Payer; Martin Urschler; Darko Stern (CoRR, 2021)

Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements. - Franz Thaler; Christian Payer; Horst Bischof; Darko Stern (CoRR, 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; et al. (Medical Image Anal., 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 004; Giles Tetteh; Jan Kukacka; Christian Payer; Darko Stern; Martin Urschler; Maodong Chen; et al. (Medical Image Anal., 2021)

Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge. - Jun Ma 016; Yao Zhang 010; Song Gu; Xingle An; Zhihe Wang; Cheng Ge; Congcong Wang; Fan Zhang; Yu Wang; Yinan Xu 004; Shuiping Gou; Franz Thaler; et al. (Medical Image Anal., 2022)

Augmentation-Based Domain Generalization and Joint Training from Multiple Source Domains for Whole Heart Segmentation. - Franz Thaler; Darko Stern; Gernot Plank; Martin Urschler (CARE@MICCAI, 2024)

LA-CaRe-CNN: Cascading Refinement CNN for Left Atrial Scar Segmentation. - Franz Thaler; Darko Stern; Gernot Plank; Martin Urschler (CARE@MICCAI, 2024)

Hierarchical Learning of Generative Automaton Models from Sequential Data. - Benjamin von Berg; Bernhard K. Aichernig; Maximilian Rindler; Darko Stern; Martin Tappler (SEFM, 2024)

Teeth Localization and Lesion Segmentation in CBCT Images Using SpatialConfiguration-Net and U-Net. - Arnela Hadzic; Barbara Kirnbauer; Darko Stern; Martin Urschler (VISIGRAPP (3): VISAPP, 2024)

AI-augmented Automation for Real Driving Prediction: an Industrial Use Case. - Romina Eramo; Hamzeh Eyal Salman; Matteo Spezialetti; Darko Stern; Pierre Quinton 002; Antonio Cicchetti (CoRR, 2024)

Multi-Source and Multi-Sequence Myocardial Pathology Segmentation Using a Cascading Refinement CNN. - Franz Thaler; Darko Stern; Gernot Plank; Martin Urschler (CoRR, 2024)