Darko Stern

发表

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

Horst Bischof, Christian Payer, Martin Urschler, 2020, VISIGRAPP.

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

Martin Urschler, Darko Stern, Thomas Ebner, 2015, MIUA.

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

Bostjan Likar, Franjo Pernus, Tomaz Vrtovec, 2010, Medical Imaging.

Fusion of automatically estimated skeletal and dental age from a large reference database

Martin Urschler, Darko Stern, Sabine Grassegger, 2014 .

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

Martin Urschler, Darko Stern, Thomas Ebner, 2018, Medical Image Anal..

Inferring the 3D Standing Spine Posture from 2D Radiographs

Jan S. Kirschke, Christian Payer, Martin Urschler, 2020, MICCAI.

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

Christian Payer, Martin Urschler, Darko Stern, 2020, ArXiv.

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

Uros Mitrovic, Bostjan Likar, Franjo Pernus, 2012, Medical Imaging.

Quantitative vertebral morphometry in 3D

Bostjan Likar, Franjo Pernus, Tomaz Vrtovec, 2013, Medical Imaging.

Regressing Heatmaps for Multiple Landmark Localization Using CNNs

Horst Bischof, Christian Payer, Martin Urschler, 2016, MICCAI.

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

Horst Bischof, Martin Urschler, Rene Donner, 2014, MICCAI.

Automated Age Estimation from Hand MRI Volumes Using Deep Learning

Vincent Lepetit, Christian Payer, Martin Urschler, 2016, MICCAI.

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

Horst Bischof, Martin Urschler, Darko Stern, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes

Christian Payer, Martin Urschler, Darko Stern, 2017, MLMI@MICCAI.

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

Martin Urschler, Kerstin Hammernik, Darko Stern, 2015, CSI@MICCAI.

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

Bostjan Likar, Franjo Pernus, Tomaz Vrtovec, 2014, Medical Imaging.

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

Michael Pienn, Christian Payer, Martin Urschler, 2019, MICCAI.

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

Martin Urschler, Darko Stern, Thomas Ebner, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

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

Bostjan Likar, Franjo Pernus, Miran Bürmen, 2012, Medical Imaging.

Sparse-View CT Reconstruction Using Wasserstein GANs

Christian Payer, Martin Urschler, Kerstin Hammernik, 2018, MLMIR@MICCAI.

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

Guang Yang, Guoyan Zheng, Jean-Yves Ramel, 2019, Medical Image Anal..

Automated determination of spinal centerline in CT and MR images

Bostjan Likar, Franjo Pernus, Tomaz Vrtovec, 2009, Medical Imaging.

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

Martin Urschler, Darko Stern, M. Urschler, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Machine learning based automatic bone age estimation for MRI images of the left hand

Martin Urschler, Darko Stern, Sabine Grassegger, 2014 .

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

Horst Bischof, Christian Payer, Martin Urschler, 2017, STACOM@MICCAI.

Anatomical Landmark Detection in Medical Applications Driven by Synthetic Data

Horst Bischof, Gernot Riegler, Martin Urschler, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

Automated Multi-Factorial Age Estimation from Skeletal and Dental MRI Volumes based on Deep Learning

Martin Urschler, Darko Stern, 2017 .

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

Martin Urschler, Darko Stern, Thomas Ebner, 2016, MICCAI.

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

Hao Chen, Chengwen Chu, Pheng-Ann Heng, 2017, Medical Image Anal..

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

Bostjan Likar, Franjo Pernus, Tomaz Vrtovec, 2011, Medical Imaging.

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

Bostjan Likar, Franjo Pernus, Tomaz Vrtovec, 2010, MIAR.

Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps

Horst Bischof, Christian Payer, Darko Stern, 2020, UNSURE/GRAIL@MICCAI.

Fully Automatic Bone Age Estimation from Left Hand MR Images

Horst Bischof, Martin Urschler, Darko Stern, 2014, MICCAI.

Volumetric Reconstruction from a Limited Number of Digitally Reconstructed Radiographs Using CNNs

Christian Payer, Darko Stern, Franz Thaler, 2018 .

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

Christian Payer, Darko Stern, Franz Thaler, 2021, IPMI.

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

Horst Bischof, Christian Payer, Darko Stern, 2021, ArXiv.

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

Bernhard Schölkopf, Sergios Gatidis, Darko Stern, 2021, Comput. Medical Imaging Graph..

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

Christian Payer, Martin Urschler, Gernot Plank, 2021, Medical Image Anal..

Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization pdf

Christian Payer, Martin Urschler, Darko Stern, 2021, Machine Learning for Biomedical Imaging.