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11/26/2021
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements
Even though many semantic segmentation methods exist that are able to pe...
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09/20/2021
Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization
In landmark localization, due to ambiguities in defining their exact pos...
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02/25/2020
Variational Inference and Bayesian CNNs for Uncertainty Estimation in Multi-Factorial Bone Age Prediction
Additionally to the extensive use in clinical medicine, biological age (...
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08/02/2019
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization
In many medical image analysis applications, often only a limited amount...
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02/21/2019
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge
Knowledge of whole heart anatomy is a prerequisite for many clinical app...
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06/06/2018