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Christoph Baur

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2020 – today

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2021
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Christoph Baur, Stefan Denner, Benedikt Wiestler, Nassir Navab, Shadi Albarqouni:
Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study. Medical Image Anal. 69: 101952 (2021)
2020
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Salome Kazeminia, Christoph Baur, Arjan Kuijper, Bram van Ginneken, Nassir Navab, Shadi Albarqouni, Anirban Mukhopadhyay:
GANs for medical image analysis. Artif. Intell. Medicine 109: 101938 (2020)
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Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab:
Bayesian Skip-Autoencoders for Unsupervised Hyperintense Anomaly Detection in High Resolution Brain Mri. ISBI 2020: 1905-1909
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Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab:
Scale-Space Autoencoders for Unsupervised Anomaly Segmentation in Brain MRI. MICCAI (4) 2020: 552-561
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Christoph Baur, Robert Graf, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab:
SteGANomaly: Inhibiting CycleGAN Steganography for Unsupervised Anomaly Detection in Brain MRI. MICCAI (2) 2020: 718-727
[i9]
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  - journals/corr/abs-2004-03271
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Christoph Baur, Stefan Denner, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab:
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study. CoRR abs/2004.03271 (2020)
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  - journals/corr/abs-2006-12852
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Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab:
Scale-Space Autoencoders for Unsupervised Anomaly Segmentation in Brain MRI. CoRR abs/2006.12852 (2020)

2010 – 2019

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2019
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Mai Bui, Felix Bourier, Christoph Baur, Fausto Milletari, Nassir Navab, Stefanie Demirci:
Robust navigation support in lowest dose image setting. Int. J. Comput. Assist. Radiol. Surg. 14(2): 291-300 (2019)
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Mai Bui, Christoph Baur, Nassir Navab, Slobodan Ilic, Shadi Albarqouni:
Adversarial Networks for Camera Pose Regression and Refinement. ICCV Workshops 2019: 3778-3787
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M. Tarek Shaban, Christoph Baur, Nassir Navab, Shadi Albarqouni:
Staingan: Stain Style Transfer for Digital Histological Images. ISBI 2019: 953-956
[c6]
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Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab:
Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation. MIDL 2019: 63-72
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  - journals/corr/abs-1903-06646
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Mai Bui, Christoph Baur, Nassir Navab, Slobodan Ilic, Shadi Albarqouni:
Adversarial Joint Image and Pose Distribution Learning for Camera Pose Regression and Refinement. CoRR abs/1903.06646 (2019)
2018
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Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab:
Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images. BrainLes@MICCAI (1) 2018: 161-169
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Christoph Baur, Shadi Albarqouni, Nassir Navab:
Generating Highly Realistic Images of Skin Lesions with GANs. OR 2.0/CARE/CLIP/ISIC@MICCAI 2018: 260-267
[i6]
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M. Tarek Shaban, Christoph Baur, Nassir Navab, Shadi Albarqouni:
StainGAN: Stain Style Transfer for Digital Histological Images. CoRR abs/1804.01601 (2018)
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Christoph Baur, Shadi Albarqouni, Nassir Navab:
MelanoGANs: High Resolution Skin Lesion Synthesis with GANs. CoRR abs/1804.04338 (2018)
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Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab:
Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images. CoRR abs/1804.04488 (2018)
[i3]
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Christoph Baur, Shadi Albarqouni, Nassir Navab:
Generating Highly Realistic Images of Skin Lesions with GANs. CoRR abs/1809.01410 (2018)
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Salome Kazeminia, Christoph Baur, Arjan Kuijper, Bram van Ginneken, Nassir Navab, Shadi Albarqouni, Anirban Mukhopadhyay:
GANs for Medical Image Analysis. CoRR abs/1809.06222 (2018)
2017
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Christoph Baur, Shadi Albarqouni, Nassir Navab:
Semi-supervised Deep Learning for Fully Convolutional Networks. MICCAI (3) 2017: 311-319
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Christoph Baur, Shadi Albarqouni, Nassir Navab:
Auxiliary Manifold Embedding for Fully Convolutional Networks. CoRR abs/1703.06000 (2017)
2016
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Christoph Baur, Fausto Milletari, Vasileios Belagiannis, Nassir Navab, Pascal Fallavollita:
Automatic 3D reconstruction of electrophysiology catheters from two-view monoplane C-arm image sequences. Int. J. Comput. Assist. Radiol. Surg. 11(7): 1319-1328 (2016)
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Shadi Albarqouni, Christoph Baur, Felix Achilles, Vasileios Belagiannis, Stefanie Demirci, Nassir Navab:
AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images. IEEE Trans. Medical Imaging 35(5): 1313-1321 (2016)
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Christoph Baur, Shadi Albarqouni, Stefanie Demirci, Nassir Navab, Pascal Fallavollita:
CathNets: Detection and Single-View Depth Prediction of Catheter Electrodes. MIAR 2016: 38-49

2000 – 2009

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2001
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Christoph Baur, Sándor P. Fekete:
Approximation of Geometric Dispersion Problems. Algorithmica 30(3): 451-470 (2001)

1990 – 1999

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1998
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Christoph Baur, Sándor P. Fekete:
Approximation of Geometric Dispersion Problems. APPROX 1998: 63-75

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