Keywords:
- 3D reconstruction
- Atlas-based segmentation
- computer tomography
- computer vision
- Computer Vision and Pattern Recognition (cs.CV)
- CT images
- detection
- FOS: Computer and information sciences
- Image registration
- image segmentation
- machine learning
- Machine Learning (cs.LG)
- Medical computer vision
- medical image analysis
- organ segmentation
- Pattern Recognition
- segmentation
- VISCERAL
- VISCERAL benchmark
- visualization
Publications of Bjoern Menze
2024
Metrics reloaded: recommendations for image analysis validation (2024), in: Nature Methods | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and ,
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Understanding metric-related pitfalls in image analysis validation (2024), in: Nature Method | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and ,
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2023
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision, 2023 | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and ,
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Why is the winner the best?, in: CVPR, 2023 | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and ,
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2022
Biomedical image analysis competitions: The state of current participation practice (2022), in: arXiv | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and ,
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2017
Medical Computer Vision & Bayesian and Graphical Models for Biomedical Imaging Workshop at MICCAI 2016, Springer, LNCS 10081, 2017
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2016
Cloud–based Evaluation of Organ Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks (2016), in: IEEE Transactions on Medical Imaging
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Creating a Large-Scale Silver Corpus from Multiple Algorithmic Segmentations, in: MICCAI medical computer vision workshop at MICCAI 2015, Munich, Germany, 2016
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MCV 2015 Workshop, Springer, 2016
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Overview of the 2015 Workshop on Medical Computer Vision --- Algorithms for Big Data (MCV 2015), Springer, LNCS, 2016
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2015
Overview of the VISCERAL Challenge at ISBI 2015, in: VISCERAL Anatomy 3 proceedings, pages 6-11, 2015 | , , , , , , , , , , , , , , , , , and ,
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VISCERAL-VISual Concept Extraction challenge in RAdioLogy: Organsegmentierung: Übersicht, Einblicke und erste Ergebnisse, in: Deutscher Röntgenkongress, Hamburg, Germany, 2015 | , , , , , , , , , , , , , and ,
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VISCERAL-VISual Concept Extraction challenge in RAdioLogy: Segmentation challenge: overview, insights and preliminary results, in: ECR, Vienna, Austria, 2015 | , , , , , , , , , , , , , and ,
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2014
A Cloud-based Framework for Evaluation on Big Data, in: BIG workshop, Korea, 2014 | , , and ,
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Medical Computer Vision: Algorithms for Big Data (MCV2014), Springer, LNCS 8848, 2014
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Multi-Structure Atlas-Based Segmentation Using Anatomical Regions Of Interest, in: Medical Computer Vision. Large Data in Medical Imaging, Nagoya, Japan, pages 217-221, Springer International Publishing, 2014
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Overview of the 2013 workshop on Medical Computer Vision (MCV 2013), in: Medical Computer Vision. Large Data in Medical Imaging, pages 3-10, Springer International Publishing, 2014
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Overview of the 2014 Workshop on Medical Computer Vision: Algorithms for Big Data (MCV 2014), Springer, 2014
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Proceedings of the International Workshop on Medical Computer Vision (MCV), Springer, LNCS, 2014
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VISCERAL - VISual Concept Extraction Challenge in RAdioLogy: ISBI 2014 Challenge Organization, in: Proceedings of the VISCERAL Challenge at ISBI, Beijing, China, pages 6-15, 2014 | , , , , , , , , , , , , , , , and ,
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