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Detection and Localization of Landmarks in the Lower Extremities Using an Automatically Learned Conditional Random Field.

A. Mader, C. Lorenz, M. Bergtholdt, J. von Berg, H. Schramm, J. Modersitzki, and C. Meyer. GRAIL/MFCA/MICGen@MICCAI, volume 10551 of Lecture Notes in Computer Science, page 64-75. Springer, (2017)

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Hon. -Prof. Dr. -Ing. Martin Krus University of Stuttgart

Martin Baumann

Martin Schwartz University of Stuttgart

Martin Alvarez University of Stuttgart

Univ. -Prof. Martin Ostermann University of Stuttgart

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Automated anatomy detection in CT localizer images.A. Saalbach, M. Bergtholdt, T. Netsch, and J. Sénégas. ISBI, page 1151-1154. IEEE, (2015)Detection and localization of spatially correlated point landmarks in medical images using an automatically learned conditional random field.A. Mader, C. Lorenz, M. Bergtholdt, J. von Berg, H. Schramm, J. Modersitzki, and C. Meyer. Computer Vision and Image Understanding, (2018)A Radial Structure Tensor and Its Use for Shape-Encoding Medical Visualization of Tubular and Nodular Structures.R. Wiemker, T. Klinder, M. Bergtholdt, K. Meetz, I. Carlsen, and T. Bülow. IEEE Trans. Vis. Comput. Graph., 19 (3): 353-366 (2013)Multi-modality morphological correlation of axillary lymph nodes.L. Meinel, H. Abe, M. Bergtholdt, J. Ecanow, R. Schmidt, and G. Newstead. Int. J. Comput. Assist. Radiol. Surg., 5 (4): 343-350 (2010)Precise anatomy localization in CT data by an improved probabilistic tissue type atlas.A. Franz, N. Schadewaldt, H. Schulz, T. Vik, M. Bergtholdt, and D. Bystrov. Medical Imaging: Image Processing, volume 9784 of SPIE Proceedings, page 978444. SPIE, (2016)Detection and Localization of Landmarks in the Lower Extremities Using an Automatically Learned Conditional Random Field.A. Mader, C. Lorenz, M. Bergtholdt, J. von Berg, H. Schramm, J. Modersitzki, and C. Meyer. GRAIL/MFCA/MICGen@MICCAI, volume 10551 of Lecture Notes in Computer Science, page 64-75. Springer, (2017)Greedy-Based Design of Sparse Two-Stage SVMs for Fast Classification.R. Karim, M. Bergtholdt, J. Kappes, and C. Schnörr. DAGM-Symposium, volume 4713 of Lecture Notes in Computer Science, page 395-404. Springer, (2007)Learning of Graphical Models and Efficient Inference for Object Class Recognition.M. Bergtholdt, J. Kappes, and C. Schnörr. DAGM-Symposium, volume 4174 of Lecture Notes in Computer Science, page 273-283. Springer, (2006)Segmentation of 3D Medical Structures Using Robust Ray Propagation.H. Tek, M. Bergtholdt, D. Comaniciu, and J. Williams. MICCAI (1), volume 2488 of Lecture Notes in Computer Science, page 572-579. Springer, (2002)An anatomically oriented breast model for MRI.D. Kutra, M. Bergtholdt, J. Sabczynski, O. Dössel, and T. Bülow. Medical Imaging: Image-Guided Procedures, volume 9415 of SPIE Proceedings, page 941521. SPIE, (2015)