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A Case for the Score: Identifying Image Anomalies using Variational Autoencoder Gradients.

D. Zimmerer, J. Petersen, S. Kohl, and K. Maier-Hein. CoRR, (2019)

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Univ. -Prof. Dr. Jens Brockmeyer University of Stuttgart

Jens Wizl University of Stuttgart

Jens Müller University of Stuttgart

Jens Anders

Jens Hamann University of Stuttgart

Other publications of authors with the same name

Automated Containerized Medical Image Processing Based on MITK and Python - A Modular System to Implement Medical Image Processing Pipelines and Visualize Meta Data.C. Goch, J. Metzger, M. Hettich, A. Klein, T. Norajitra, M. Götz, J. Petersen, K. Maier-Hein, and M. Nolden. Bildverarbeitung für die Medizin, page 315. Springer Vieweg, (2018)High- and Low-level image component decomposition using VAEs for improved reconstruction and anomaly detection.D. Zimmerer, J. Petersen, and K. Maier-Hein. CoRR, (2019)Mean Field Network Based Graph Refinement with Application to Airway Tree Extraction.R. Selvan, M. Welling, J. Pedersen, J. Petersen, and M. de Bruijne. MICCAI (2), volume 11071 of Lecture Notes in Computer Science, page 750-758. Springer, (2018)Carotid Artery Wall Segmentation by Coupled Surface Graph Cuts.A. Arias, J. Petersen, A. van Engelen, H. Tang, M. Selwaness, J. Witteman, A. van der Lugt, W. Niessen, and M. de Bruijne. MCV, volume 7766 of Lecture Notes in Computer Science, page 38-47. Springer, (2012)Tree-Space Statistics and Approximations for Large-Scale Analysis of Anatomical Trees.A. Feragen, M. Owen, J. Petersen, M. Wille, L. Thomsen, A. Dirksen, and M. de Bruijne. IPMI, volume 7917 of Lecture Notes in Computer Science, page 74-85. Springer, (2013)Segmentation of Roots in Soil with U-Net.A. Smith, J. Petersen, R. Selvan, and C. Rasmussen. CoRR, (2019)Extraction of airway trees using multiple hypothesis tracking and template matching.R. Selvan, J. Petersen, J. Pedersen, and M. de Bruijne. CoRR, (2016)Geodesic Atlas-Based Labeling of Anatomical Trees: Application and Evaluation on Airways Extracted From CT.A. Feragen, J. Petersen, M. Owen, P. Lo, L. Thomsen, M. Wille, A. Dirksen, and M. de Bruijne. IEEE Trans. Med. Imaging, 34 (6): 1212-1226 (2015)Increasing Accuracy of Optimal Surfaces Using Min-Marginal Energies.J. Petersen, A. Lorza, R. Selvan, D. Bos, A. van der Lugt, J. Pedersen, M. Nielsen, and M. de Bruijne. IEEE Trans. Med. Imaging, 38 (7): 1559-1568 (2019)Dissimilarity-Based Classification of Anatomical Tree Structures.L. Sørensen, P. Lo, A. Dirksen, J. Petersen, and M. de Bruijne. IPMI, volume 6801 of Lecture Notes in Computer Science, page 475-485. Springer, (2011)

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A Case for the Score: Identifying Image Anomalies using Variational Autoencoder Gradients.

Please choose a person to relate this publication to

Univ. -Prof. Dr. Jens Brockmeyer University of Stuttgart

Jens Wizl University of Stuttgart

Jens Müller University of Stuttgart

Jens Anders

Jens Hamann University of Stuttgart

Other publications of authors with the same name

Disambiguation

PUMA

Disambiguation of "Petersen, Jens"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A Case for the Score: Identifying Image Anomalies using Variational Autoencoder Gradients.

Please choose a person to relate this publication to

Univ. -Prof. Dr. Jens Brockmeyer University of Stuttgart

Jens Wizl University of Stuttgart

Jens Müller University of Stuttgart

Jens Anders

Jens Hamann University of Stuttgart

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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MSOffice XML

A Case for the Score: Identifying Image Anomalies using Variational Autoencoder Gradients.