Marko Rak

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 28

Top Topics

Top Venues

Bildverarbeitung für die Medizin

Comput. Methods Programs Biomed.

Publications

Gino Gulamhussene, Oleksii Bashkanov, Jazan Omari, Maciej Pech, Christian Hansen, Marko Rak
Using Training Samples as Transitive Information Bridges in Predicted 4D MRI. MILLanD@MICCAI (2023)
Oleksii Bashkanov, Marko Rak, Lucas Engelage, Christianus Hansen
Automatic Patient-level Diagnosis of Prostate Disease with Fused 3D MRI and Tabular Clinical Data. MIDL (2023)
Gino Gulamhussene, Arnab Das, Jonathan Spiegel, Daniel Punzet, Marko Rak, Christian Hansen
Needle Tip Tracking During CT-guided Interventions using Fuzzy Segmentation. Bildverarbeitung für die Medizin (2023)
Oleksii Bashkanov, Marko Rak, Anneke Meyer, Lucas Engelage, Agron Lumiani, Rolf Muschter, Christian Hansen
Automatic detection of prostate cancer grades and chronic prostatitis in biparametric MRI. Comput. Methods Programs Biomed. 239 (2023)
Gino Gulamhussene, Jonathan Spiegel, Arnab Das, Marko Rak, Christian Hansen
Deep Learning-based Marker-less Pose Estimation of Interventional Tools using Surrogate Keypoints. Bildverarbeitung für die Medizin (2023)
Gino Gulamhussene, Anneke Meyer, Marko Rak, Oleksii Bashkanov, Jazan Omari, Maciej Pech, Christian Hansen
Predicting 4D liver MRI for MR-guided interventions. Comput. Medical Imaging Graph. 101 (2022)
Gino Gulamhussene, Anneke Meyer, Marko Rak, Oleksii Bashkanov, Jazan Omari, Maciej Pech, Christian Hansen
Predicting 4D Liver MRI for MR-guided Interventions. CoRR (2022)
Anneke Meyer, Grzegorz Chlebus, Marko Rak, Daniel Schindele, Martin Schostak, Bram van Ginneken, Andrea Schenk, Hans Meine, Horst K. Hahn, Andreas Schreiber, Christian Hansen
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI. Comput. Methods Programs Biomed. 200 (2021)
Anneke Meyer, Suhita Ghosh, Daniel Schindele, Martin Schostak, Sebastian Stober, Christian Hansen, Marko Rak
Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond. CoRR (2021)
Anneke Meyer, Suhita Ghosh, Daniel Schindele, Martin Schostak, Sebastian Stober, Christian Hansen, Marko Rak
Uncertainty-aware temporal self-learning (UATS): Semi-supervised learning for segmentation of prostate zones and beyond. Artif. Intell. Medicine 116 (2021)
Oleksii Bashkanov, Anneke Meyer, Daniel Schindele, Martin Schostak, Klaus-Dietz Tönnies, Christian Hansen, Marko Rak
Learning Multi-Modal Volumetric Prostate Registration With Weak Inter-Subject Spatial Correspondence. ISBI (2021)
Oleksii Bashkanov, Anneke Meyer, Daniel Schindele, Martin Schostak, Klaus Tönnies, Christian Hansen, Marko Rak
Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence. CoRR (2021)
Wei Wei, Haishan Xu, Julian Alpers, Marko Rak, Christian Hansen
A deep learning approach for 2D ultrasound and 3D CT/MR image registration in liver tumor ablation. Comput. Methods Programs Biomed. 206 (2021)
Anneke Meyer, Grzegorz Chlebus, Marko Rak, Daniel Schindele, Martin Schostak, Bram van Ginneken, Andrea Schenk, Hans Meine, Horst K. Hahn, Andreas Schreiber, Christian Hansen
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI. CoRR (2020)
Wei Wei, Marko Rak, Julian Alpers, Christian Hansen
Towards Fully Automatic 2D Us to 3D CT/MR Registration: A Novel Segmentation-Based Strategy. ISBI (2020)
Gino Gulamhussene, Fabian Joeres, Marko Rak, Maciej Pech, Christian Hansen
4D MRI: Robust sorting of free breathing MRI slices for use in interventional settings. CoRR (2019)
Philipp Ernst, Georg Hille, Christian Hansen, Klaus Tönnies, Marko Rak
A CNN-Based Framework for Statistical Assessment of Spinal Shape and Curvature in Whole-Body MRI Images of Large Populations. MICCAI (4) (2019)
Wei Wei, Haishan Xu, Julian Alpers, Zhang Tianbao, Lei Wang, Marko Rak, Christian Hansen
Fast Registration for Liver Motion Compensation in Ultrasound-Guided Navigation. ISBI (2019)
Anneke Meyer, Marko Rak, Daniel Schindele, Simon Blaschke, Martin Schostak, Andriy Fedorov, Christian Hansen
Towards Patient-Individual PI-Rads v2 Sector Map: Cnn for Automatic Segmentation of Prostatic Zones From T2-Weighted MRI. ISBI (2019)
Marko Rak, Johannes Steffen, Anneke Meyer, Christian Hansen, Klaus-Dietz Tönnies
Combining convolutional neural networks and star convex cuts for fast whole spine vertebra segmentation in MRI. Comput. Methods Programs Biomed. 177 (2019)
Anneke Meyer, Alireza Mehrtash, Marko Rak, Daniel Schindele, Martin Schostak, Clare M. Tempany, Tina Kapur, Purang Abolmaesumi, Andriy Fedorov, Christian Hansen
Automatic high resolution segmentation of the prostate from multi-planar MRI. ISBI (2018)
Marko Rak, Julian Alpers, Birger Mensel, Klaus-Dietz Tönnies
Extracting the Aorta Centerline in Contrast-Enhanced MRI. Bildverarbeitung für die Medizin (2017)
Marko Rak, Tim König, Klaus D. Tönnies, Mathias Walke, Jens Ricke, Christian Wybranski
Joint deformable liver registration and bias field correction for MR-guided HDR brachytherapy. Int. J. Comput. Assist. Radiol. Surg. 12 (12) (2017)
Marko Rak, Klaus D. Tönnies
Star Convex Cuts with Encoding Swaps for Fast Whole-Spine Vertebrae Segmentation in MRI. VMV (2017)
Marko Rak, Klaus D. Tönnies
On computerized methods for spine analysis in MRI: a systematic review. Int. J. Comput. Assist. Radiol. Surg. 11 (8) (2016)
Johannes Steffen, Marko Rak, Tim König, Klaus-Dietz Tönnies
Information Efficient Automatic Object Detection and Segmentation using Cosegmentation, Similarity based Clustering, and Graph Label Transfer. ICPRAM (2016)
Marko Rak, Klaus-Dietz Tönnies
A Learning-Free Approach to Whole Spine Vertebra Localization in MRI. MICCAI (2) (2016)
Marko Rak, Julian Alpers, Alena-Kathrin Schnurr, Klaus-Dietz Tönnies
Aorta Segmentation in Axial Cardiac Cine MRI via Graphical Models. Bildverarbeitung für die Medizin (2016)
Stephan Fensky, Fabian Held, Marko Rak, Klaus-Dietz Tönnies
Spinal Canal Centerline Extraction in MRI. MIUA (2015)
Marko Rak, Alena-Kathrin Schnurr, Julian Alpers, Klaus-Dietz Tönnies
Measurement of the Aortic Diameter in Plain Axial Cardiac Cine MRI. Bildverarbeitung für die Medizin (2015)
Marko Rak, Tim König, Klaus-Dietz Tönnies
Spotting Differences Among Observations. ICPRAM (1) (2015)
Paul Klemm, Sylvia Glaßer, Kai Lawonn, Marko Rak, Henry Völzke, Katrin Hegenscheid, Bernhard Preim
Interactive Visual Analysis of Lumbar Back Pain - What the Lumbar Spine Tells About Your Life. IVAPP (2015)
Tim König, Johannes Steffen, Marko Rak, Grit Neumann, Ludwig von Rohden, Klaus D. Tönnies
Ultrasound texture-based CAD system for detecting neuromuscular diseases. Int. J. Comput. Assist. Radiol. Surg. 10 (9) (2015)
Klaus D. Tönnies, Oliver Gloger, Marko Rak, Charlotte Winkler, Paul Klemm, Bernhard Preim, Henry Völzke
Image analysis in epidemiological applications. it Inf. Technol. 57 (1) (2015)
Marko Rak, Tim König, Johannes Steffen, Dirk Joachim Lehmann, Klaus-Dietz Tönnies
Density Difference Detection with Application to Exploratory Visualization. ICPRAM (Selected Papers) (2015)
Marko Rak, Tim König, Klaus-Dietz Tönnies
An Adaptive Subdivision Scheme for Quadratic Programming in Multi-Label Image Segmentation. BMVC (2013)
Marko Rak, Karin Engel, Klaus D. Tönnies
Closed-Form Hierarchical Finite Element Models for Part-Based Object Detection. VMV (2013)
Paul Klemm, Kai Lawonn, Marko Rak, Bernhard Preim, Klaus D. Tönnies, Katrin Hegenscheid, Henry Völzke, Steffen Oeltze
Visualization and Analysis of Lumbar Spine Canal Variability in Cohort Study Data. VMV (2013)
Tim König, Marko Rak, Johannes Steffen, Grit Neumann, Ludwig von Rohden, Klaus D. Tönnies
Texture-Based Detection of Myositis in Ultrasonographies. Bildverarbeitung für die Medizin (2013)