Darko Stern
Orcid: 0000-0003-3449-5497
According to our database1,
Darko Stern
authored at least 45 papers
between 2009 and 2024.
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Bibliography
2024
Teeth Localization and Lesion Segmentation in CBCT Images Using SpatialConfiguration-Net and U-Net.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
2022
Medical Image Anal., 2022
2021
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.
Medical Image Anal., 2021
A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs.
Medical Image Anal., 2021
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements.
CoRR, 2021
CoRR, 2021
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., 2021
Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space.
Proceedings of the Information Processing in Medical Imaging, 2021
2020
Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction.
CoRR, 2020
Coarse to Fine Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data.
IEEE J. Biomed. Health Informatics, 2019
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge.
Medical Image Anal., 2019
Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks.
Medical Image Anal., 2019
Integrating spatial configuration into heatmap regression based CNNs for landmark localization.
Medical Image Anal., 2019
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge.
CoRR, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks.
Proceedings of the 2019 International Conference on Image and Vision Computing New Zealand, 2019
2018
Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization.
Medical Image Anal., 2018
Proceedings of the Machine Learning for Medical Image Reconstruction, 2018
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
2017
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge.
Medical Image Anal., 2017
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017
2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
From individual hand bone age estimates to fully automated age estimation via learning-based information fusion.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Automatic localization of locally similar structures based on the scale-widening random regression forest.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Automatic Third Molar Localization from 3D MRI using Random Regression Forests.
Proceedings of the Medical Image Understanding and Analysis, 2015
Automatic Intervertebral Disc Localization and Segmentation in 3D MR Images Based on Regression Forests and Active Contours.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Towards Automatic Bone Age Estimation from MRI: Localization of 3D Anatomical Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Determination of legal majority age from 3D magnetic resonance images of the radius bone.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
2012
3D-2D registration of cerebral angiograms based on vessel directions and intensity gradients.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Automatic measurement of vertebral body deformations in CT images based on a 3D parametric model.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
2011
Segmentation of vertebral bodies in CT and MR images based on 3D deterministic models.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
2010
Automated determination of the centers of vertebral bodies and intervertebral discs in CT and MR lumbar spine images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009