Christian Payer

Orcid: 0000-0002-5558-9495

According to our database1, Christian Payer authored at least 31 papers between 2015 and 2022.

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Bibliography

2022
Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge.
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

Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization.
CoRR, 2021

KI-Waste - Combining Image Recognition and Time Series Analysis in Refuse Sorting.
Proceedings of the Mensch und Computer 2021, 2021

Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space.
Proceedings of the Information Processing in Medical Imaging, 2021

Generation of Patient-Specific, Ligamentoskeletal, Finite Element Meshes for Scoliosis Correction Planning.
Proceedings of the Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021

2020
Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction.
CoRR, 2020

VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images.
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

Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

Inferring the 3D Standing Spine Posture from 2D Radiographs.
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

Automated age estimation from MRI volumes of the hand.
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

Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network.
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
Pulmonary Lobe Segmentation in CT Images using Alpha-Expansion.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Sparse-View CT Reconstruction Using Wasserstein GANs.
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
Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

2016
Automated integer programming based separation of arteries and veins from thoracic CT images.
Medical Image Anal., 2016

Automated Age Estimation from Hand MRI Volumes Using Deep Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Regressing Heatmaps for Multiple Landmark Localization Using CNNs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Increased Tortuosity of Pulmonary Arteries in Patients with Pulmonary Hypertension in the Arteries.
Proceedings of the Medical Image Understanding and Analysis, 2015

Automatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015


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