SteGANomaly: Inhibiting CycleGAN Steganography for Unsupervised Anomaly Detection in Brain MRI.
Christoph Baur, Robert Graf, Benedikt Wiestler, Shadi Albarqouni, and Nassir Navab. „SteGANomaly: Inhibiting CycleGAN Steganography for Unsupervised Anomaly Detection in Brain MRI.“ In International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2020
Scale- Space Autoencoders for Unsupervised Anomaly Segmentation in Brain MRI.
Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, and Nassir Navab. "Scale- Space Autoencoders for Unsupervised Anomaly Segmentation in Brain MRI." In International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2020.
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study.
Christoph Baur, Stefan Denner, Benedikt Wiestler, Shadi Albarqouni, and Nassir Navab. "Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study." Medical Image Analysis (2021): 101952.
Fusing unsupervised and supervised deep learning for white matter lesion segmentation.
Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, and Nassir Navab. "Fusing unsupervised and supervised deep learning for white matter lesion segmentation." In International Conference on Medical Imaging with Deep Learning, pp. 63-72. 2019.
Adversarial Networks for Camera Pose Regression and Refinement.
Mai Bui, Christoph Baur, Nassir Navab, Slobodan Ilic, and Shadi Albarqouni. "Adversarial Networks for Camera Pose Regression and Refinement." In Proceedings of the IEEE International Conference on Computer Vision Workshops, pp. 0-0. 2019.
Stain- gan: Stain style transfer for digital histological images.
M. Tarek Shaban, Christoph Baur, Nassir Navab, and Shadi Albarqouni. "Stain- gan: Stain style transfer for digital histological images." In 2019 IEEE 16th In- ternational Symposium on Biomedical Imaging (ISBI 2019), pp. 953-956. IEEE, 2019.
Deep autoencoding models for unsupervised anomaly segmentation in brain MR images.
Christoph Baur, Benedikt Wiestler, Shadi Albarqouni, and Nassir Navab. „Deep autoencoding models for unsupervised anomaly segmentation in brain MR images.“ In International MICCAI Brainlesion Workshop, pp. 161-169. Springer, Cham, 2018.
Generating highly realistic images of skin lesions with GANs.
Christoph Baur, Shadi Albarqouni, and Nassir Navab. „Generating highly realistic images of skin lesions with GANs.“ In OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis, pp. 260-267. Springer, Cham, 2018.
GANs for medical image analysis.
Salome Kazeminia, Christoph Baur, Arjan Kuijper, Bram van Ginneken, Nassir Navab, Shadi Albarqouni, and Anirban Mukhopadhyay. "GANs for medical image analysis." Artificial Intelligence in Medicine (2020): 101938.
Semi-supervised deep learning for fully convolutional networks.
Christoph Baur, Shadi Albarqouni, and Nassir Navab. "Semi-supervised deep learning for fully convolutional networks." In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 311-319. Springer, Cham.
Aggnet: deep learning from crowds for mitosis detection in breast cancer histology images.
Shadi Albarqouni, Christoph Baur, Felix Achilles, Vasileios Belagiannis, Stefanie Demirci, and Nassir Navab. "Aggnet: deep learning from crowds for mitosis detection in breast cancer histology images." IEEE transactions on medical imaging 35, no. 5 (2016): 1313-1321.
CathNets: detection and single-view depth prediction of catheter electrodes.
Christoph Baur, Shadi Albarqouni, Stefanie Demirci, Nassir Navab, and Pascal Fallavollita. "CathNets: detection and single-view depth prediction of catheter electrodes." In International Conference on Medical Imaging and Augmented Reality, pp. 38-49. Springer, Cham, 2016.
Automatic 3D reconstruction of electrophysiology catheters from two-view monoplane C-arm image sequences.
Christoph Baur, Fausto Milletari, Vasileios Belagiannis, Nassir Navab, and Pascal Fallavollita. "Automatic 3D reconstruction of electrophysiology catheters from two-view monoplane C-arm image sequences." International journal of computer assisted radiology and surgery 11, no. 7 (2016): 1319-1328.
