Concepedia
Statistics
Publications
9
Citations
216
H-Index
Active since
2020
Affiliations
University of Bonn(Current)
Graz University of Technology
University of Graz
German Center for Neurodegenerative Diseases
University Medical Center
Alexander Effland is an author at University of Bonn specializing in inverse problems, medical image computing, and deep learning.
Top concepts
EngineeringDeep LearningInverse ProblemsMachine LearningMedical Image ComputingData ScienceImage AnalysisComputer VisionBiomedical ImagingHealth
Publications per year
2020–2023
Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction
Dominik Narnhofer, Alexander Effland, Erich Kobler et al. · IEEE Transactions on Medical Imaging · 2021 · 47 citations · Full text
Image Reconstruction, Engineering, Machine Learning +21
Variational Networks: An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration
Alexander Effland, Erich Kobler, Karl Kunisch et al. · Journal of Mathematical Imaging and Vision · 2020 · 41 citations · Full text
Engineering, Machine Learning, Variational Analysis +20
Total Deep Variation: A Stable Regularization Method for Inverse Problems
Erich Kobler, Alexander Effland, Karl Kunisch et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 28 citations
Numerical Analysis, Convolutional Neural Network, Engineering +18
Reduction of Gadolinium-Based Contrast Agents in MRI Using Convolutional Neural Networks and Different Input Protocols
Robert Haase, Thomas Pinetz, Zeynep Bendella et al. · Investigative Radiology · 2023 · 27 citations
Artificial Contrast
Robert Haase, Thomas Pinetz, Erich Kobler et al. · Investigative Radiology · 2023 · 18 citations
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