Christoph Baur

According to our database, Christoph Baur authored at least 19 papers between 2001 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study.

Christoph Baur, Stefan Denner, Benedikt Wiestler, Nassir Navab, Shadi Albarqouni

Medical Image Anal., 2021

2020

GANs for medical image analysis.

Salome Kazeminia, Christoph Baur, Arjan Kuijper, Bram van Ginneken, Nassir Navab, Shadi Albarqouni, Anirban Mukhopadhyay

Artif. Intell. Medicine, 2020

Scale-Space Autoencoders for Unsupervised Anomaly Segmentation in Brain MRI.

Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

SteGANomaly: Inhibiting CycleGAN Steganography for Unsupervised Anomaly Detection in Brain MRI.

Christoph Baur, Robert Graf, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Bayesian Skip-Autoencoders for Unsupervised Hyperintense Anomaly Detection in High Resolution Brain Mri.

Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Adversarial Joint Image and Pose Distribution Learning for Camera Pose Regression and Refinement.

Mai Bui, Christoph Baur, Nassir Navab, Slobodan Ilic, Shadi Albarqouni

CoRR, 2019

Robust navigation support in lowest dose image setting.

Mai Bui, Felix Bourier, Christoph Baur, Fausto Milletari, Nassir Navab, Stefanie Demirci

Int. J. Comput. Assist. Radiol. Surg., 2019

Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation.

Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Staingan: Stain Style Transfer for Digital Histological Images.

M. Tarek Shaban, Christoph Baur, Nassir Navab, Shadi Albarqouni

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Adversarial Networks for Camera Pose Regression and Refinement.

Mai Bui, Christoph Baur, Nassir Navab, Slobodan Ilic, Shadi Albarqouni

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

MelanoGANs: High Resolution Skin Lesion Synthesis with GANs.

Christoph Baur, Shadi Albarqouni, Nassir Navab

CoRR, 2018

Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images.

Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Generating Highly Realistic Images of Skin Lesions with GANs.

Christoph Baur, Shadi Albarqouni, Nassir Navab

Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

2017

Auxiliary Manifold Embedding for Fully Convolutional Networks.

Christoph Baur, Shadi Albarqouni, Nassir Navab

CoRR, 2017

Semi-supervised Deep Learning for Fully Convolutional Networks.

Christoph Baur, Shadi Albarqouni, Nassir Navab

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images.

Shadi Albarqouni, Christoph Baur, Felix Achilles, Vasileios Belagiannis, Stefanie Demirci, Nassir Navab

IEEE Trans. Medical Imaging, 2016

Automatic 3D reconstruction of electrophysiology catheters from two-view monoplane C-arm image sequences.

Christoph Baur, Fausto Milletari, Vasileios Belagiannis, Nassir Navab, Pascal Fallavollita

Int. J. Comput. Assist. Radiol. Surg., 2016

CathNets: Detection and Single-View Depth Prediction of Catheter Electrodes.

Christoph Baur, Shadi Albarqouni, Stefanie Demirci, Nassir Navab, Pascal Fallavollita

Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

2001

Approximation of Geometric Dispersion Problems.

Christoph Baur, Sándor P. Fekete

Algorithmica, 2001