Dorothee Auer

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 10

Top Topics

Convolutional Neural Network

Multiclass Problems

Medical Image Segmentation

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Ruizhe Li, Grazziela P. Figueredo, Dorothee Auer, Christian Wagner, Xin Chen
MrRegNet: Multi-resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations. CoRR (2024)
Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI. MIUA (2021)
Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI. CoRR (2021)
Ruizhe Li, Dorothee Auer, Christian Wagner, Xin Chen
A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation. CoRR (2020)
Ruizhe Li, Christian Wagner, Xin Chen, Dorothee Auer
A Generic Ensemble Based Deep Convolutional Neural Network for Semi-Supervised Medical Image Segmentation. ISBI (2020)
Mina Jafari, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation. CoRR (2020)
Mina Jafari, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
DRU-Net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation. ISBI (2020)
Mina Jafari, Ruizhe Li, Yue Xing, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net. CoRR (2020)
Mina Jafari, Ruizhe Li, Yue Xing, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
FU-Net: Multi-class Image Segmentation Using Feedback Weighted U-Net. ICIG (2) (2019)
Yuchun Ding, Marie Christine Pardon, Alessandra Agostini, Henryk Faas, Jinming Duan, Wil O. C. Ward, Felicity Easton, Dorothee Auer, Li Bai
Novel Methods for Microglia Segmentation, Feature Extraction, and Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (6) (2017)
Jaroslav Hlinka, Charilaos Alexakis, Ana Diukova, Peter F. Liddle, Dorothee Auer
Slow EEG pattern predicts reduced intrinsic functional connectivity in the default mode network: An inter-subject analysis. NeuroImage 53 (1) (2010)
Axel Wismüller, Oliver Lange, Dorothee Auer, Gerda L. Leinsinger
Model-free functional MRI analysis for detecting low-frequency functional connectivity in the human brain. Medical Imaging: Computer-Aided Diagnosis (2010)
LinLin Shen, Li Bai, Dorothee Auer
Erratum to "3D Gabor wavelets for evaluating SPM normalization algorithm". Medical Image Anal. 13 (3) (2009)
Yihui Liu, Li Bai, Dave Elliman, Paul Simon Morgan, Dorothee Auer
Automatic Segmentation of Putamen from Brain MRI. ISNN (2) (2006)
Axel Wismüller, Anke Meyer-Bäse, Johannes Behrends, Oliver Lange, Miriana Jukic, Maximilian F. Reiser, Dorothee Auer
A flexible machine learning image analysis system for high-precision computer-assisted segmentation of multispectral MRI data sets in patients with multiple sclerosis. ISBI (2006)
Li Bai, Yihui Liu, Dorothee Auer, Paul S. Morgan
Automatic Segmentation of Putamen from Brain MRI. IPCV (2006)
LinLin Shen, Dorothee Auer, Li Bai
3D Gabor Wavelets for Evaluating Medical Image Registration Algorithms. MIAR (2006)
Axel Wismüller, Anke Meyer-Bäse, Oliver Lange, Dorothee Auer, Maximilian F. Reiser, DeWitt Sumners
Model-free functional MRI analysis based on unsupervised clustering. J. Biomed. Informatics 37 (1) (2004)
Anke Meyer-Bäse, Thomas D. Otto, Thomas Martinetz, Dorothee Auer, Axel Wismüller
Model-Free Functional MRI Analysis Using Topographic Independent Component Analysis. ESANN (2003)
Axel Wismüller, Johannes Behrends, Oliver Lange, Miriana Jukic, Klaus Hahn, Maximilian F. Reiser, Dorothee Auer
High-Precision Computer-Assisted Segmentation of Multispectral MRI Data Sets in Patients with Multiple Sclerosis by a Flexible Machine Learning Image Analysis Approach. Bildverarbeitung für die Medizin (2003)
Michael Smith, Benno Pütz, Dorothee Auer, Ludwig Fahrmeir
Assessing brain activity through spatial bayesian variable selection. NeuroImage 20 (2) (2003)
Axel Wismüller, Oliver Lange, Dominik R. Dersch, Gerda L. Leinsinger, Klaus Hahn, Benno Pütz, Dorothee Auer
Cluster Analysis of Biomedical Image Time-Series. Int. J. Comput. Vis. 46 (2) (2002)
Klaus Hahn, Karsten Rodenacker, A. Kempe, Dorothee Auer
Intensitätssegmentierung von T1-gewichteten MR-Gehirndaten über die Homogenisierung der grauen oder der weißen Materie - eine vergleichende Studie. Bildverarbeitung für die Medizin (2001)
Axel Wismüller, Dominik R. Dersch, Bernadette Lipinski, Klaus Hahn, Dorothee Auer
Hierarchical Clustering of Functional MRI Time-Series by Deterministic Annealing. ISMDA (2000)
Alexis Roche, Xavier Pennec, Michael Rudolph, Dorothee Auer, Grégoire Malandain, Sébastien Ourselin, Ludwig M. Auer, Nicholas Ayache
Generalized Correlation Ratio for Rigid Registration of 3D Ultrasound with MR Images. MICCAI (2000)
Klaus Hahn, Karsten Rodenacker, Volker Aurich, Dorothee Auer
Segmentierung des Gehirns auf der Basis von MR-Daten. Bildverarbeitung für die Medizin (2000)
Ludwig M. Auer, Arne Radetzky, C. Wimmer, Gerhard Kleinszig, F. Schroecker, Dorothee Auer, Herve Delingette, Brian L. Davies, Dietrich Peter Pretschner
Visualization for Planning and Simulation of Minimally Invasive Neurosurgical Procedures. MICCAI (1999)
Axel Wismüller, Dominik R. Dersch, Bernadette Lipinski, Klaus Hahn, Dorothee Auer
Neural network analysis of functional MRI time-series. Hierarchical clustering by deterministic annealing. Bildverarbeitung für die Medizin (1998)
Ludwig M. Auer, Dorothee Auer, Jérôme F. Knoplioch
Virtual endoscopy for planning and simulation of minimally invasive neurosurgery. CVRMed (1997)