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10/18/2021
Conditional De-Identification of 3D Magnetic Resonance Images
Privacy protection of medical image data is challenging. Even if metadat...
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06/29/2021
Uncertainty-Guided Progressive GANs for Medical Image Translation
Image-to-image translation plays a vital role in tackling various medica...
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03/15/2021
Uncertainty-Based Biological Age Estimation of Brain MRI Scans
Age is an essential factor in modern diagnostic procedures. However, ass...
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02/18/2021
Adaptive Step-Length Selection in Gradient Boosting for Generalized Additive Models for Location, Scale and Shape
Tuning of model-based boosting algorithms relies mainly on the number of...
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09/22/2020
Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation
The concept of biological age (BA) - although important in clinical prac...
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08/05/2020
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies
Purpose: To enable fast and reliable assessment of subcutaneous and visc...
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10/21/2019
ipA-MedGAN: Inpainting of Arbitrarily Regions in Medical Modalities
Local deformations in medical modalities are common phenomena due to a m...
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10/14/2019
Organ-based Age Estimation based on 3D MRI Scans
Individuals age differently depending on a multitude of different factor...
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02/27/2017
An update on statistical boosting in biomedicine
Statistical boosting algorithms have triggered a lot of research during ...
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02/15/2017