Jan Klein

ORCID

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 19

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Int. J. Comput. Assist. Radiol. Surg.

Medical Imaging: Image-Guided Procedures

Medical Imaging: Image Processing

University of Paderborn, Germany (PHD)

Education History

University of Paderborn, Germany

PHD

Publications

Sina Walluscheck, Luca Canalini, Jan Klein, Stefan Heldmann
Unsupervised learning of healthy anatomy for anomaly detection in brain CT scans. Medical Imaging: Computer-Aided Diagnosis (2023)
Sina Walluscheck, Luca Canalini, Hannah Strohm, Susanne Diekmann, Jan Klein, Stefan Heldmann
MR-CT multi-atlas registration guided by fully automated brain structure segmentation with CNNs. Int. J. Comput. Assist. Radiol. Surg. 18 (3) (2023)
Sven Kuckertz, Jan Klein, Christiane Engel, Benjamin Geisler, Stefan Kraß, Stefan Heldmann
Fully automated longitudinal tracking and in-depth analysis of the entire tumor burden: unlocking the complexity. Medical Imaging: Computer-Aided Diagnosis (2022)
Annika Hänsch, Jürgen W. Jenne, Neeraj Upadhyay, Carsten Schmeel, Veronika Purrer, Ullrich Wüllner, Jan Klein
Deep learning-assisted fully automatic fiber tracking for tremor treatment. Medical Imaging: Image-Guided Procedures (2022)
Marcus Barann, Stefan Heldmann, Jan Klein, Stefan Kraß
A Python SDK for Authoring and using Computer-interpretable Guidelines. BIOINFORMATICS (2022)
Luca Canalini, Jan Klein, Nuno Pedrosa de Barros, Diana Maria Sima, Dorothea Miller, Horst K. Hahn
Comparison of different automatic solutions for resection cavity segmentation in postoperative MRI volumes including longitudinal acquisitions. CoRR (2022)
Luca Canalini, Jan Klein, Annika Gerken, Stefan Heldmann, Alessa Hering, Horst K. Hahn
Iterative Method to Register Longitudinal MRI Acquisitions in Neurosurgical Context. BrainLes@MICCAI (2022)
Luca Canalini, Jan Klein, Nuno Pedrosa de Barros, Diana Maria Sima, Dorothea Miller, Horst K. Hahn
Comparison of different automatic solutions for resection cavity segmentation in postoperative MRI volumes including longitudinal acquisitions. Medical Imaging: Image-Guided Procedures (2021)
Sven Kuckertz, Florian Weiler, Britta Matusche, Carsten Lukas, Lothar Spies, Jan Klein, Stefan Heldmann
A system for fully automated monitoring of lesion evolution over time in multiple sclerosis. Medical Imaging: Computer-Aided Diagnosis (2021)
Luca Canalini, Jan Klein, Dorothea Miller, Ron Kikinis
Enhanced registration of ultrasound volumes by segmentation of resection cavity in neurosurgical procedures. Int. J. Comput. Assist. Radiol. Surg. 15 (12) (2020)
Jan Hendrik Moltz, Annika Hänsch, Bianca Lassen-Schmidt, Benjamin Haas, A. Genghi, J. Schreier, Tomasz Morgas, Jan Klein
Learning a Loss Function for Segmentation: A Feasibility Study. ISBI (2020)
Luca Canalini, Jan Klein, Dorothea Miller, Ron Kikinis
Registration of Ultrasound Volumes Based on Euclidean Distance Transform. LABELS/HAL-MICCAI/CuRIOUS@MICCAI (2019)
Jennifer Nitsch, Jan Klein, Jan Hendrik Moltz, Dorothea Miller, Ulrich Sure, Ron Kikinis, Hans Meine
Neural-network-based automatic segmentation of cerebral ultrasound images for improving image-guided neurosurgery. Medical Imaging: Image-Guided Procedures (2019)
Volker Dicken, Annika Hänsch, Jan Hendrik Moltz, Benjamin Haas, Thomas Coradi, Tomasz Morgas, Jan Klein
Quantitative and qualitative methods for efficient evaluation of multiple 3D organ segmentations. Medical Imaging: Image Processing (2019)
Annika Hänsch, Volker Dicken, Jan Klein, Tomasz Morgas, Benjamin Haas, Horst K. Hahn
Artifact-driven sampling schemes for robust female pelvis CBCT segmentation using deep learning. Medical Imaging: Computer-Aided Diagnosis (2019)
Annika Hänsch, Bastian Cheng, Benedikt Frey, Carola Mayer, Marvin Petersen, Iris Lettow, Farhad Yazdan Shenas, Götz Thomalla, Jan Klein, Horst K. Hahn
Data Pooling and Sampling of Heterogeneous Image Data for White Matter Hyperintensity Segmentation. OR/MLCN@MICCAI (2019)
Luca Canalini, Jan Klein, Dorothea Miller, Ron Kikinis
Segmentation-based registration of ultrasound volumes for glioma resection in image-guided neurosurgery. Int. J. Comput. Assist. Radiol. Surg. 14 (10) (2019)
Annika Hänsch, Michael Schwier, Tobias Gass, Tomasz Morgas, Benjamin Haas, Jan Klein, Horst K. Hahn
Comparison of different deep learning approaches for parotid gland segmentation from CT images. Medical Imaging: Computer-Aided Diagnosis (2018)
Fiona Lippert, Bastian Cheng, Amir Golsari, Florian Weiler, Johannes Gregori, Götz Thomalla, Jan Klein
Exploring DeepMedic for the purpose of segmenting white matter hyperintensity lesions. Medical Imaging: Computer-Aided Diagnosis (2018)
Jan Klein, Katrin Hanken, Jasna Koceva, Helmut Hildebrandt, Horst K. Hahn
Measuring the lesion load of multiple sclerosis patients within the corticospinal tract. Medical Imaging: Image Processing (2015)
Jennifer Nitsch, Jan Klein, Philipp Dammann, Dorothea Miller, Karsten H. Wrede, Ulrich Sure, Horst K. Hahn
Automatic segmentation of perifalcine structures in two-dimensional ultrasound images using object-based image analysis. CURAC (2015)
Jennifer Nitsch, Jan Klein, Dorothea Miller, Ulrich Sure, Horst K. Hahn
Automatic Segmentation of the Cerebral Falx and Adjacent Gyri in 2D Ultrasound Images. Bildverarbeitung für die Medizin (2015)
Michael Müller, Marie-Claire Rassweiler, Jan Klein, Alexander Seitel, Matthias Gondan, Matthias Baumhauer, Dogu Teber, Jens Rassweiler, Hans-Peter Meinzer, Lena Maier-Hein
Mobile augmented reality for computer-assisted percutaneous nephrolithotomy. Int. J. Comput. Assist. Radiol. Surg. 8 (4) (2013)
Christian Rieder, Christoph Brachmann, Bianca Hofmann, Jan Klein, Alexander Köhn, Darko Ojdanic, Christian Schumann, Florian Weiler, Horst K. Hahn
Interactive Visualization of Neuroanatomical Data for a Hands-On Multimedia Exhibit. VMLS@EuroVis (Short Papers) (2013)
Miriam H. A. Bauer, Sebastiano Barbieri, Jan Klein, Jan Egger, Daniela Kuhnt, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky
A Ray-based Approach for Boundary Estimation of Fiber Bundles Derived from Diffusion Tensor Imaging. CoRR (2013)
Jan Klein, Benjamin Köhler, Horst K. Hahn
Efficient global fiber tracking on multi-dimensional diffusion direction maps. Medical Imaging: Image Processing (2012)
Sebastiano Barbieri, Jan Klein, Miriam H. A. Bauer, Christopher Nimsky, Horst K. Hahn
Atlas-based fiber reconstruction from diffusion tensor MRI data. Int. J. Comput. Assist. Radiol. Surg. 7 (6) (2012)
Sebastiano Barbieri, Miriam H. A. Bauer, Jan Klein, Jan Hendrik Moltz, Christopher Nimsky, Horst K. Hahn
DTI segmentation via the combined analysis of connectivity maps and tensor distances. NeuroImage 60 (2) (2012)
Jan Klein, Sebastiano Barbieri, Miriam H. A. Bauer, Christopher Nimsky, Horst K. Hahn
Benchmarking the Quality of Diffusion-Weighted Images CoRR (2011)
Miriam Helen Anna Bauer, Sebastiano Barbieri, Jan Klein, Jan Egger, Daniela Kuhnt, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky
Boundary estimation of fiber bundles derived from diffusion tensor images. Int. J. Comput. Assist. Radiol. Surg. 6 (1) (2011)
Miriam Helen Anna Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky
A Semi-Automatic Graph-Based Approach for Determining the Boundary of Eloquent Fiber Bundles in the Human Brain CoRR (2011)
Florian Weiler, Jan Klein, Horst K. Hahn
Towards interactive exploration of DTI data. CURAC (2011)
Sebastiano Barbieri, Miriam H. A. Bauer, Jan Klein, Christopher Nimsky, Horst K. Hahn
Segmentation of fiber tracts based on an accuracy analysis on diffusion tensor software phantoms. NeuroImage 55 (2) (2011)
Miriam H. A. Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky
Ray-Based and Graph-Based Methods for Fiber Bundle Boundary Estimation CoRR (2011)
Jan Klein, Mike Scholl, Alexander Köhn, Horst K. Hahn
Real-time fiber selection using the Wii remote. Medical Imaging: Image-Guided Procedures (2010)
Miriam Helen Anna Bauer, Sebastiano Barbieri, Jan Egger, Daniela Kuhnt, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky
Segmentierung von Faserbahnsystemen mit einem strahlenbasierten Ansatz und Glättung der FA- und Winkel-Karten. CURAC (2010)
Jan Klein, Adrian Grötsch, Daniel Betz, Sebastiano Barbieri, Ola Friman, Bram Stieltjes, Helmut Hildebrandt, Horst K. Hahn
Qualitative and quantitative analysis of probabilistic and deterministic fiber tracking. Medical Imaging: Image Processing (2010)
Miriam Helen Anna Bauer, Jan Egger, Tom O'Donnell, Sebastiano Barbieri, Jan Klein, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky
A Fast and Robust Graph-Based Approach for Boundary Estimation of Fiber Bundles Relying on Fractional Anisotropy Maps. ICPR (2010)
Sebastiano Barbieri, Jan Klein, Christopher Nimsky, Horst K. Hahn
Assessing fiber tracking accuracy via diffusion tensor software models. Medical Imaging: Image Processing (2010)
Florian Weiler, Jan Rexilius, Jan Klein, Horst K. Hahn
NeuroQLab - A Software Assistant for Neurosurgical Planning and Quantitative Image Analysis. GI Jahrestagung (2009)
Alexander Köhn, Jan Klein, Florian Weiler, Heinz-Otto Peitgen
A GPU-based fiber tracking framework using geometry shaders. Medical Imaging: Image-Guided Procedures (2009)
Dirk Simon, Jan Klein, Jan Rexilius, Bram Stieltjes
Objective tumour heterogeneity determination in gliomas. Medical Imaging: Computer-Aided Diagnosis (2009)
Jan Klein, Ola Friman, Markus Hadwiger, Bernhard Preim, Felix Ritter, Anna Vilanova, Gabriel Zachmann, Dirk Bartz
Visual computing for medical diagnosis and treatment. Comput. Graph. 33 (4) (2009)
Horst K. Hahn, Markus Thorsten Harz, Jan Klein, Heinz-Otto Peitgen
Softwareassistenten in der Medizin 2009 - Computerunterstützung für die medizinische Diagnostik und Therapieplanung. GI Jahrestagung (2009)
Jan Klein, Dirk Bartz, Ola Friman, Markus Hadwiger, Bernhard Preim, Felix Ritter, Anna Vilanova, Gabriel Zachmann
Advanced Algorithms in Medical Computer Graphics. Eurographics (State of the Art Reports) (2008)
Jan Klein, Hannes Stuke, Bram Stieltjes, Olaf Konrad, Horst K. Hahn, Heinz-Otto Peitgen
Efficient fiber clustering using parameterized polynomials. Medical Imaging: Image-Guided Procedures (2008)
Jan Klein, Hannes Stuke, Jan Rexilius, Bram Stieltjes, Horst K. Hahn, Heinz-Otto Peitgen
Towards user-independent DTI quantification. Medical Imaging: Image Processing (2008)
Jan Rexilius, Horst K. Hahn, Jan Klein, Markus G. Lentschig, Heinz-Otto Peitgen
Multispectral brain tumor segmentation based on histogram model adaptation. Medical Imaging: Computer-Aided Diagnosis (2007)
Jan Klein, Philip Bittihn, Peter Ledochowitsch, Horst K. Hahn, Olaf Konrad, Jan Rexilius, Heinz-Otto Peitgen
Grid-based spectral fiber clustering. Medical Imaging: Image-Guided Procedures (2007)
Alexander Köhn, Florian Weiler, Jan Klein, Olaf Konrad, Horst K. Hahn, Heinz-Otto Peitgen
State-of-the-Art Computer Graphics in Neurosurgical Planning and Risk Assessment. Eurographics (Short Papers) (2007)
Jan Klein, Simon Hermann, Olaf Konrad, Horst K. Hahn, Heinz-Otto Peitgen
Automatic Quantification of DTI Parameters Along Fiber Bundles. Bildverarbeitung für die Medizin (2007)
René Weller, Jan Klein, Gabriel Zachmann
A Model for the Expected Running Time of Collision Detection using AABB Trees. EGVE (2006)
Jan Klein, Felix Ritter, Horst K. Hahn, Jan Rexilius, Heinz-Otto Peitgen
Brain structure visualization using spectral fiber clustering. SIGGRAPH Research Posters (2006)
Jan Klein, Gabriel Zachmann
The expected running time of hierarchical collision detection. SIGGRAPH Posters (2005)
Jan Klein, Gabriel Zachmann
Interpolation Search for Point Cloud Intersection. WSCG (Full Papers) (2005)
Jan Klein, Gabriel Zachmann
Point cloud surfaces using geometric proximity graphs. Comput. Graph. 28 (6) (2004)
Jan Klein, Gabriel Zachmann
Proximity Graphs for Defining Surfaces over Point Clouds. PBG (2004)
Jan Klein, Gabriel Zachmann
Point Cloud Collision Detection. Comput. Graph. Forum 23 (3) (2004)
Jan Klein, Gabriel Zachmann
Nice and fast implicit surfaces over noisy point clouds. SIGGRAPH Sketches (2004)
Jan Klein, Jens Krokowski, Matthias Fischer, Michael Wand, Rolf Wanka, Friedhelm Meyer auf der Heide
The Randomized Sample Tree: A Data Structure for Interactive Walkthroughs in Externally Stored Virtual Environments. Presence Teleoperators Virtual Environ. 13 (6) (2004)
Jan Klein, Gabriel Zachmann
ADB-Trees: Controlling the Error of Time-Critical Collision Detection. VMV (2003)
Jan Klein, Gabriel Zachmann
Time-critical collision detection using an average-case approach. VRST (2003)
Jan Klein, Jens Krokowski, Matthias Fischer, Michael Wand, Rolf Wanka, Friedhelm Meyer auf der Heide
The randomized sample tree: a data structure for interactive walkthroughs in externally stored virtual environments. VRST (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jan Klein