Tobias Klinder

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 15

Top Topics

Automated Detection

Top Venues

Medical Imaging: Image Processing

Medical Imaging: Computer-Aided Diagnosis

Publications

Andra-Iza Iuga, Heike Carolus, Anna J. Höink, Tom Brosch, Tobias Klinder, David Maintz, Thorsten Persigehl, Bettina Baeßler, Michael Püsken
Automated detection and segmentation of thoracic lymph nodes from CT using 3D foveal fully convolutional neural networks. BMC Medical Imaging 21 (1) (2021)
Stojan Trajanovski, Dimitrios Mavroeidis, Christine Leon Swisher, Binyam Gebrekidan Gebre, Bastiaan S. Veeling, Rafael Wiemker, Tobias Klinder, Amir Tahmasebi, Shawn M. Regis, Christoph Wald, Brady J. McKee, Sebastian Flacke, Heber MacMahon, Homer H. Pien
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning. Comput. Medical Imaging Graph. 90 (2021)
Rafael Wiemker, Tobias Klinder, Jörg Sabczynski, Amar Dhanantwari, Chansik An, Benjamin M. Yeh, Judy Yee
Towards reduced-preparation spectral-CT-colonography utilizing local covariance. Medical Imaging: Image Processing (2020)
Heike Carolus, Andra-Iza Iuga, Tom Brosch, Rafael Wiemker, Frank Thiele, Anna J. Höink, David Maintz, Michael Püsken, Tobias Klinder
Automated detection and segmentation of mediastinal and axillary lymph nodes from CT using foveal fully convolutional networks. Medical Imaging: Computer-Aided Diagnosis (2020)
Christian Bürger, Jens von Berg, Astrid Franz, Tobias Klinder, Cristian Lorenz, Matthias Lenga
Combining deep learning and model-based segmentation for labeled spine CT segmentation. Medical Imaging: Image Processing (2020)
Alexander Schmidt-Richberg, Nicole Schadewaldt, Tobias Klinder, Matthias Lenga, Robert Trahms, Earl Canfield, David Roundhill, Cristian Lorenz
Offset regression networks for view plane estimation in 3D fetal ultrasound. Medical Imaging: Image Processing (2019)
Cristian Lorenz, Tom Brosch, Cybèle Ciofolo-Veit, Tobias Klinder, Thierry Lefevre, Angelo Cavallaro, Ibtisam Salim, Aris T. Papageorghiou, Caroline Raynaud, David Roundhill, Laurence Rouet, Nicole Schadewaldt, Alexander Schmidt-Richberg
Automated abdominal plane and circumference estimation in 3D US for fetal screening. Medical Imaging: Image Processing (2018)
Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz
Deep Learning Based Rib Centerline Extraction and Labeling. CoRR (2018)
Jens von Berg, Tobias Klinder, Cristian Lorenz
Model based rib-cage unfolding for trauma CT. Medical Imaging: Image Processing (2018)
Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz
Deep Learning Based Rib Centerline Extraction and Labeling. MSKI@MICCAI (2018)
Stojan Trajanovski, Dimitrios Mavroeidis, Christine Leon Swisher, Binyam Gebrekidan Gebre, Bas Veeling, Rafael Wiemker, Tobias Klinder, Amir Tahmasebi, Shawn M. Regis, Christoph Wald, Brady J. McKee, Heber MacMahon, Homer H. Pien
Towards radiologist-level cancer risk assessment in CT lung screening using deep learning. CoRR (2018)
Rafael Wiemker, Merlijn Sevenster, Heber MacMahon, Feng Li, Sandeep Dalal, Amir Tahmasebi, Tobias Klinder
Automated assessment of imaging biomarkers for the PanCan lung cancer risk prediction model with validation on NLST data. Medical Imaging: Computer-Aided Diagnosis (2017)
Alexander Schmidt-Richberg, Tom Brosch, Nicole Schadewaldt, Tobias Klinder, Angelo Cavallaro, Ibtisam Salim, David Roundhill, Aris Papageorghiou, Cristian Lorenz
Abdomen Segmentation in 3D Fetal Ultrasound Using CNN-powered Deformable Models. FIFI/OMIA@MICCAI (2017)
Irina Wächter-Stehle, Tobias Klinder, Jean-Michel Rouet, David Roundhill, Gary Andrews, Angelo Cavallaro, Malid Molloholli, Tess Norris, Raffaele Napolitano, Aris Papageorghiou, Cristian Lorenz
Learning from redundant but inconsistent reference data: anatomical views and measurements for fetal brain screening. Medical Imaging: Image Processing (2016)
Martin Bergtholdt, Rafael Wiemker, Tobias Klinder
Pulmonary nodule detection using a cascaded SVM classifier. Medical Imaging: Computer-Aided Diagnosis (2016)
Tobias Klinder, Hannes Wendland, Irina Wächter-Stehle, David Roundhill, Cristian Lorenz
Adaptation of an articulated fetal skeleton model to three-dimensional fetal image data. Medical Imaging: Image Processing (2015)
Rafael Wiemker, Lilla Böözky, Martin Bergtholdt, Tobias Klinder
Analysis of the Vancouver lung nodule malignancy model with respect to manual and automated segmentation. Medical Imaging: Computer-Aided Diagnosis (2015)
Tobias Klinder, Hannes Wendland, Rafael Wiemker
Lobar fissure detection using line enhancing filters. Medical Imaging: Image Processing (2013)
Cristian Lorenz, Thomas Netsch, Tobias Klinder, Dirk Müller, Thomas Baum, Jan S. Bauer, Peter B. Noël
Change assessment for CT spine imaging. ISBI (2013)
Rafael Wiemker, Tobias Klinder, Martin Bergtholdt, Kirsten Meetz, Ingwer C. Carlsen, Thomas Bülow
A Radial Structure Tensor and Its Use for Shape-Encoding Medical Visualization of Tubular and Nodular Structures. IEEE Trans. Vis. Comput. Graph. 19 (3) (2013)
Rafael Wiemker, Thomas Bülow, Tobias Klinder
Size-Based Rendering for Lung Cancer Screening. Eurographics (Short Papers) (2013)
Muqing Lin, Vijay Parthasarathy, Harsh K. Agarwal, Peter L. Choyke, Baris Turkbey, Tobias Klinder, Jochen Kruecker
An elastic registration framework to estimate prostate deformation in endorectal MR scans. Medical Imaging: Image-Guided Procedures (2012)
Tobias Klinder, Cristian Lorenz
Respiratory motion compensation for image-guided bronchoscopy using a general motion model. ISBI (2012)
Oliver Müller, Sabine Donner, Tobias Klinder, Ivonne Bartsch, Alexander Krüger, Alexander Heisterkamp, Bodo Rosenhahn
Compensating Motion Artifacts of 3D in vivo SD-OCT Scans. MICCAI (1) (2012)
Oliver Müller, Sabine Donner, Tobias Klinder, Ralf Dragon, Ivonne Bartsch, Frank Witte, Alexander Krüger, Alexander Heisterkamp, Bodo Rosenhahn
Model Based 3D Segmentation and OCT Image Undistortion of Percutaneous Implants. MICCAI (3) (2011)
Jens von Berg, Jalda Dworzak, Tobias Klinder, Dirk Manke, Adrian Kreth, Hans Lamecker, Stefan Zachow, Cristian Lorenz
Temporal subtraction of chest radiographs compensating pose differences. Medical Imaging: Image Processing (2011)
Raghed Hanna, Hans Barschdorf, Tobias Klinder, Frank M. Weber, Martin W. Krueger, Olaf Dössel, Cristian Lorenz
A Hybrid Method for Automatic Anatomical Variant Detection and Segmentation. FIMH (2011)
Thomas Blaffert, Rafael Wiemker, Hans Barschdorf, Sven Kabus, Tobias Klinder, Cristian Lorenz, Nicole Schadewaldt, Ekta Dharaiya
A completely automated processing pipeline for lung and lung lobe segmentation and its application to the LIDC-IDRI data base. Medical Imaging: Image Processing (2010)
Sven Kabus, Tobias Klinder, Jens von Berg, Cristian Lorenz
Functional Non-rigid Registration Validation: A CT Phantom Study. WBIR (2010)
Jalda Dworzak, Hans Lamecker, Jens von Berg, Tobias Klinder, Cristian Lorenz, Dagmar Kainmüller, Heiko Seim, Hans-Christian Hege, Stefan Zachow
3D reconstruction of the human rib cage from 2D projection images using a statistical shape model. Int. J. Comput. Assist. Radiol. Surg. 5 (2) (2010)
Tobias Klinder, Cristian Lorenz, Jörn Ostermann
Prediction Framework for Statistical Respiratory Motion Modeling. MICCAI (3) (2010)
Gerrit Hentschel, Tobias Klinder, Thomas Blaffert, Thomas Bülow, Rafael Wiemker, Cristian Lorenz
Anatomical modeling of the bronchial tree. Medical Imaging: Image-Guided Procedures (2010)
Daniel Bystrov, Torbjørn Vik, Heinrich Schulz, Tobias Klinder, Stefan Schmidt
Local motion analysis in 4D lung CT using fast groupwise registration. ICIP (2009)
Tobias Klinder, Cristian Lorenz, Jörn Ostermann
Free-breathing intra- and intersubject respiratory motion capturing, modeling, and prediction. Medical Imaging: Image Processing (2009)
Tobias Klinder, Jörn Ostermann, Matthias Ehm, Astrid Franz, Reinhard Kneser, Cristian Lorenz
Automated model-based vertebra detection, identification, and segmentation in CT images. Medical Image Anal. 13 (3) (2009)
Sven Kabus, Tobias Klinder, Keelin Murphy, Bram van Ginneken, Cristian Lorenz, Josien P. W. Pluim
Evaluation of 4D-CT Lung Registration. MICCAI (1) (2009)
Matthias Ehm, Tobias Klinder, Reinhard Kneser, Cristian Lorenz
Automated vertebra identification in CT images. Medical Imaging: Image Processing (2009)
Astrid Franz, Robin Wolz, Tobias Klinder, Cristian Lorenz, Hans Barschdorf, Thomas Blaffert, Sebastian P. M. Dries, Steffen Renisch
Simultaneous Model-Based Segmentation of Multiple Objects. Bildverarbeitung für die Medizin (2008)
Tobias Klinder, Robin Wolz, Cristian Lorenz, Astrid Franz, Jörn Ostermann
Spine Segmentation Using Articulated Shape Models. MICCAI (1) (2008)
Torbjørn Vik, Sven Kabus, Jens von Berg, Konstantin Ens, Sebastian P. M. Dries, Tobias Klinder, Cristian Lorenz
Validation and comparison of registration methods for free-breathing 4D lung CT. Medical Imaging: Image Processing (2008)
Tobias Klinder, Cristian Lorenz, Jens von Berg, Steffen Renisch, Thomas Blaffert, Jörn Ostermann
4DCT image-based lung motion field extraction and analysis. Medical Imaging: Image Processing (2008)
Thomas Blaffert, Hans Barschdorf, Jens von Berg, Sebastian P. M. Dries, Astrid Franz, Tobias Klinder, Cristian Lorenz, Steffen Renisch, Rafael Wiemker
Lung lobe modeling and segmentation with individualized surface meshes. Medical Imaging: Image Processing (2008)
Tobias Klinder, Cristian Lorenz, Jens von Berg, Sebastian P. M. Dries, Thomas Bülow, Jörn Ostermann
Automated Model-Based Rib Cage Segmentation and Labeling in CT Images. MICCAI (2) (2007)