Publications

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2017
Rak M, Tönnies KD.  2017.  Star convex cuts with encoding swaps for fast whole-spine vertebra segmentation in MRI. Proceedings of the 22nd International Symposium on Vision, Modeling and Visualization (VMV). :145-152.
Rak M, Alpers J, Mensel B, Tönnies KD.  2017.  Extracting the Aorta Centerline in Contrast-enhanced MRI. Bildverarbeitung für die Medizin. :toappear.
2016
Rak M, Alpers J, Schnurr AK, Tönnies KD.  2016.  Aorta Segmentation in Axial Cardiac Cine MRI via Graphical Models. Bildverarbeitung für die Medizin (BVM). :218–223.
Tönnies KD, König T, Gloger O.  2016.  Domain knowledge for level set segmentation in medical imaging - a review. Biomedical Image Segmentation: Advances and Trends. :49–74.
Steffen J, Rak M, König T, Tönnies KD.  2016.  Information Efficient Automatic Object Detection and Segmentation using Cosegmentation, Similarity Based Clustering and Graph Label Transfer. 5th International Conference on Pattern Recognition Applications and Methods (ICPRAM). :397–406.
Rak M, Tönnies KD.  2016.  A Learning-free Approach to Whole Spine Vertebra Localization in MRI. Proceedings of the 19th International Conference on Medical Image Computing and Computer-Assisted Intervention. :283-290.
Rak M, Tönnies KD.  2016.  On computerized methods for spine analysis in MRI: a systematic review. International Journal of Computer Assisted Radiology and Surgery (IJCARS). :1–21.
2015
Fensky S, Held F, Rak M, Tönnies KD.  2015.  Spinal Canal Centerline Extraction in {MRI}. Proceedings of the 19th Medical Image Understanding and Analysis Conference. :144-149.
Kottke D, Gulamhussene G, Tönnies KD.  2015.  Data-Driven Spine Detection for Multi-Sequence {MRI}. Bildverarbeitung für die Medizin. :5-10.
Rak M, König T, Steffen J, Tönnies KD, Lehmann DJ.  2015.  Density Difference Detection with Application to Exploratory Visualization. Lecture Notes in Computer Science.
Tönnies KD, Gloger O, Rak M, Winkler C, Klemm P, Preim B, Völzke H.  2015.  Image analysis in epidemiological applications. it - Information Technology. 57:22-29.
Rak M, Schnurr AK, Alpers J, Tönnies KD.  2015.  Measurement of the Aortic Diameter in Plain Axial Cardiac Cine {MRI}. Bildverarbeitung für die Medizin. :293-298.
Rak M, König T, Tönnies KD.  2015.  Spotting Differences Among Observations. Proceedings of the International Conference on Pattern Recognition Applications and Methods. :5-13.
Preim B, Klemm P, Hauser H, Hegenscheid K, Oeltze S, Tönnies KD, Völzke H.  2015.  Visual Analytics of Image-Centric Cohort Studies in Epidemiology. arXiv preprint arXiv:1501.04009.
2014
Tönnies KD, Rak M, Engel K.  2014.  Deformable part models for object detection in medical images. BioMedical Engineering OnLine. 13:S1.
Schäfer S, Nylund K, Sævik F, Engjom T, Mézl M, Jiřík R, Dimcevski G, Gilja OH, Tönnies KD.  2014.  Semi-automatic motion compensation of contrast-enhanced ultrasound images from abdominal organs for perfusion analysis. Computers in Biology and Medicine.
König T, Steffen J, Rak M, Neumann G, von Rohden L, Tönnies KD.  2014.  Ultrasound texture-based CAD system for detecting neuromuscular diseases. International Journal of Computer Assisted Radiology and Surgery. :1-11.
2013
Rak M, König T, Tönnies KD.  2013.  An Adaptive Subdivision Scheme for Quadratic Programming in Multi-label Image Segmentation. Proceedings of the British Machine Vision Conference.
Rak M, Engel K, Tönnies KD.  2013.  Closed-Form Hierarchical Finite Element Models for Part-Based Object Detection. Proceedings of the International Workshop on Vision, Modeling and Visualization. :137-144.
König T, Rak M, Steffen J, Neumann G, von Rohden L, Tönnies KD.  2013.  Texture-Based Detection of Myositis in Ultrasonographies. Bildverarbeitung für die Medizin. :81-86.
Klemm P, Lawonn K, Rak M, Preim B, Tönnies KD, Hegenscheid K, Völzke H, Oeltze S.  2013.  Visualization and Analysis of Lumbar Spine Canal Variability in Cohort Study Data. Proceedings of the International Workshop on Vision, Modeling and Visualization. :121-128.
2012
Schäfer S, Nylund K, Gilja OH, Tönnies KD.  2012.  Motion compensation of ultrasonic perfusion images. Medical Imaging 2012: Ultrasonic Imaging, Tomography, and Therapy.
Schäfer S, Tönnies KD.  2012.  Registration of Temporal Ultrasonic Image Sequences Using Markov Random Fields. VMV 2012 - Vision, Modeling and Visualization. :151--166.
Klemm P, Oeltze S, Hegenscheid K, Völzke H, Tönnies KD, Preim B.  2012.  Visualization and Exploration of Shape Variance for the Analysis of Cohort Study Data. VMV 2012 - Vision, Modeling and Visualization. :221--222.
2011
Schäfer S, Preim U, Glaßer S, Preim B, Tönnies KD.  2011.  Local similarity measures for lesion registration in DCE-MRI of the breast. Annals of the BMVA. 3:1--13.