Marko Rak - RankMe

41 papers A 1C 1Journal 16Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Multimodal data fusion with irregular PSA kinetics for automated prostate cancer grading. Comput. Medical Imaging Graph. Oleksii Bashkanov, Lucas Engelage, Niklas Behnel, Paul Ehrlich, Christian Hansen, Marko Rak
2024	—	`conf`	Augmenting Prostate MRI Dataset with Synthetic Volumetric Images from Zone-Conditioned Diffusion Generative Model. DGM4MICCAI@MICCAI Oleksii Bashkanov, Marko Rak, Lucas Engelage, Christian Hansen
2023	—	`conf`	Automatic Patient-level Diagnosis of Prostate Disease with Fused 3D MRI and Tabular Clinical Data. MIDL Oleksii Bashkanov, Marko Rak, Lucas Engelage, Christianus Hansen
2023	J	`jnl`	Automatic detection of prostate cancer grades and chronic prostatitis in biparametric MRI. Comput. Methods Programs Biomed. Oleksii Bashkanov, Marko Rak, Anneke Meyer, Lucas Engelage, Agron Lumiani, Rolf Muschter, Christian Hansen
2023	—	`conf`	Deep Learning-based Marker-less Pose Estimation of Interventional Tools using Surrogate Keypoints. Bildverarbeitung für die Medizin Gino Gulamhussene, Jonathan Spiegel, Arnab Das, Marko Rak, Christian Hansen
2023	—	`conf`	Needle Tip Tracking During CT-guided Interventions using Fuzzy Segmentation. Bildverarbeitung für die Medizin Gino Gulamhussene, Arnab Das, Jonathan Spiegel, Daniel Punzet, Marko Rak, Christian Hansen
2023	—	`conf`	Using Training Samples as Transitive Information Bridges in Predicted 4D MRI. MILLanD@MICCAI Gino Gulamhussene, Oleksii Bashkanov, Jazan Omari, Maciej Pech, Christian Hansen, Marko Rak
2022	J	`jnl`	Predicting 4D Liver MRI for MR-guided Interventions. CoRR Gino Gulamhussene, Anneke Meyer, Marko Rak, Oleksii Bashkanov, Jazan Omari, Maciej Pech, Christian Hansen
2022	J	`jnl`	Predicting 4D liver MRI for MR-guided interventions. Comput. Medical Imaging Graph. Gino Gulamhussene, Anneke Meyer, Marko Rak, Oleksii Bashkanov, Jazan Omari, Maciej Pech, Christian Hansen
2021	J	`jnl`	A deep learning approach for 2D ultrasound and 3D CT/MR image registration in liver tumor ablation. Comput. Methods Programs Biomed. Wei Wei, Haishan Xu, Julian Alpers, Marko Rak, Christian Hansen
2021	J	`jnl`	Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI. Comput. Methods Programs Biomed. Anneke Meyer, Grzegorz Chlebus, Marko Rak, Daniel Schindele, Martin Schostak, Bram van Ginneken, Andrea Schenk, Hans Meine, Horst K. Hahn, Andreas Schreiber, Christian Hansen
2021	—	`conf`	Learning Multi-Modal Volumetric Prostate Registration With Weak Inter-Subject Spatial Correspondence. ISBI Oleksii Bashkanov, Anneke Meyer, Daniel Schindele, Martin Schostak, Klaus-Dietz Tönnies, Christian Hansen, Marko Rak
2021	J	`jnl`	Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence. CoRR Oleksii Bashkanov, Anneke Meyer, Daniel Schindele, Martin Schostak, Klaus Tönnies, Christian Hansen, Marko Rak
2021	J	`jnl`	Uncertainty-Aware Temporal Self-Learning (UATS): Semi-Supervised Learning for Segmentation of Prostate Zones and Beyond. CoRR Anneke Meyer, Suhita Ghosh, Daniel Schindele, Martin Schostak, Sebastian Stober, Christian Hansen, Marko Rak
2021	J	`jnl`	Uncertainty-aware temporal self-learning (UATS): Semi-supervised learning for segmentation of prostate zones and beyond. Artif. Intell. Medicine Anneke Meyer, Suhita Ghosh, Daniel Schindele, Martin Schostak, Sebastian Stober, Christian Hansen, Marko Rak
2020	J	`jnl`	Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI. CoRR Anneke Meyer, Grzegorz Chlebus, Marko Rak, Daniel Schindele, Martin Schostak, Bram van Ginneken, Andrea Schenk, Hans Meine, Horst K. Hahn, Andreas Schreiber, Christian Hansen
2020	—	`conf`	Towards Fully Automatic 2D Us to 3D CT/MR Registration: A Novel Segmentation-Based Strategy. ISBI Wei Wei, Marko Rak, Julian Alpers, Christian Hansen
2019	J	`jnl`	4D MRI: Robust sorting of free breathing MRI slices for use in interventional settings. CoRR Gino Gulamhussene, Fabian Joeres, Marko Rak, Maciej Pech, Christian Hansen
2019	—	`conf`	A CNN-Based Framework for Statistical Assessment of Spinal Shape and Curvature in Whole-Body MRI Images of Large Populations. MICCAI (4) Philipp Ernst, Georg Hille, Christian Hansen, Klaus Tönnies, Marko Rak
2019	J	`jnl`	Combining convolutional neural networks and star convex cuts for fast whole spine vertebra segmentation in MRI. Comput. Methods Programs Biomed. Marko Rak, Johannes Steffen, Anneke Meyer, Christian Hansen, Klaus-Dietz Tönnies
2019	—	`conf`	Fast Registration for Liver Motion Compensation in Ultrasound-Guided Navigation. ISBI Wei Wei, Haishan Xu, Julian Alpers, Zhang Tianbao, Lei Wang, Marko Rak, Christian Hansen
2019	—	`conf`	Towards Patient-Individual PI-Rads v2 Sector Map: Cnn for Automatic Segmentation of Prostatic Zones From T2-Weighted MRI. ISBI Anneke Meyer, Marko Rak, Daniel Schindele, Simon Blaschke, Martin Schostak, Andriy Fedorov, Christian Hansen
2018	—	`conf`	Automatic high resolution segmentation of the prostate from multi-planar MRI. ISBI Anneke Meyer, Alireza Mehrtash, Marko Rak, Daniel Schindele, Martin Schostak, Clare M. Tempany, Tina Kapur, Purang Abolmaesumi, Andriy Fedorov, Christian Hansen
2017	—	`conf`	Extracting the Aorta Centerline in Contrast-Enhanced MRI. Bildverarbeitung für die Medizin Marko Rak, Julian Alpers, Birger Mensel, Klaus-Dietz Tönnies
2017	J	`jnl`	Joint deformable liver registration and bias field correction for MR-guided HDR brachytherapy. Int. J. Comput. Assist. Radiol. Surg. Marko Rak, Tim König, Klaus D. Tönnies, Mathias Walke, Jens Ricke, Christian Wybranski
2017	—	`conf`	Star Convex Cuts with Encoding Swaps for Fast Whole-Spine Vertebrae Segmentation in MRI. VMV Marko Rak, Klaus D. Tönnies
2016	—	`conf`	A Learning-Free Approach to Whole Spine Vertebra Localization in MRI. MICCAI (2) Marko Rak, Klaus-Dietz Tönnies
2016	—	`conf`	Aorta Segmentation in Axial Cardiac Cine MRI via Graphical Models. Bildverarbeitung für die Medizin Marko Rak, Julian Alpers, Alena-Kathrin Schnurr, Klaus-Dietz Tönnies
2016	C	`conf`	Information Efficient Automatic Object Detection and Segmentation using Cosegmentation, Similarity based Clustering, and Graph Label Transfer. ICPRAM Johannes Steffen, Marko Rak, Tim König, Klaus-Dietz Tönnies
2016	J	`jnl`	On computerized methods for spine analysis in MRI: a systematic review. Int. J. Comput. Assist. Radiol. Surg. Marko Rak, Klaus D. Tönnies
2015	—	`conf`	Density Difference Detection with Application to Exploratory Visualization. ICPRAM (Selected Papers) Marko Rak, Tim König, Johannes Steffen, Dirk Joachim Lehmann, Klaus-Dietz Tönnies
2015	J	`jnl`	Image analysis in epidemiological applications. it Inf. Technol. Klaus D. Tönnies, Oliver Gloger, Marko Rak, Charlotte Winkler, Paul Klemm, Bernhard Preim, Henry Völzke
2015	—	`conf`	Interactive Visual Analysis of Lumbar Back Pain - What the Lumbar Spine Tells About Your Life. IVAPP Paul Klemm, Sylvia Glaßer, Kai Lawonn, Marko Rak, Henry Völzke, Katrin Hegenscheid, Bernhard Preim
2015	—	`conf`	Measurement of the Aortic Diameter in Plain Axial Cardiac Cine MRI. Bildverarbeitung für die Medizin Marko Rak, Alena-Kathrin Schnurr, Julian Alpers, Klaus-Dietz Tönnies
2015	—	`conf`	Spinal Canal Centerline Extraction in MRI. MIUA Stephan Fensky, Fabian Held, Marko Rak, Klaus-Dietz Tönnies
2015	—	`conf`	Spotting Differences Among Observations. ICPRAM (1) Marko Rak, Tim König, Klaus-Dietz Tönnies
2015	J	`jnl`	Ultrasound texture-based CAD system for detecting neuromuscular diseases. Int. J. Comput. Assist. Radiol. Surg. Tim König, Johannes Steffen, Marko Rak, Grit Neumann, Ludwig von Rohden, Klaus D. Tönnies
2013	A	`conf`	An Adaptive Subdivision Scheme for Quadratic Programming in Multi-Label Image Segmentation. BMVC Marko Rak, Tim König, Klaus-Dietz Tönnies
2013	—	`conf`	Closed-Form Hierarchical Finite Element Models for Part-Based Object Detection. VMV Marko Rak, Karin Engel, Klaus D. Tönnies
2013	—	`conf`	Texture-Based Detection of Myositis in Ultrasonographies. Bildverarbeitung für die Medizin Tim König, Marko Rak, Johannes Steffen, Grit Neumann, Ludwig von Rohden, Klaus D. Tönnies
2013	—	`conf`	Visualization and Analysis of Lumbar Spine Canal Variability in Cohort Study Data. VMV Paul Klemm, Kai Lawonn, Marko Rak, Bernhard Preim, Klaus D. Tönnies, Katrin Hegenscheid, Henry Völzke, Steffen Oeltze