Team

Publikationen

• D. Lenis,  D. Major,  M. Wimmer,  A. Berg,  G. Sluiter,  K. Bühler (2020)

  Domain aware medical image classifier interpretation by counterfactual impact analysis

  International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020
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• T. Neubauer,  M. Wimmer,  A. Berg,  D. Major,  D. Lenis,  T. Beyer,  J. Saponjski,  K. Bühler (2020)

  Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data

  "Multimodal Learning for Clinical Decision Support" Workshop of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020
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• D. Major,  D. Lenis,  M. Wimmer,  G. Sluiter,  A. Berg,  K. Bühler (2020)

  Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis

  2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)
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• A. A. Novikow,  D. Major,  M. Wimmer,  D. Lenis,  K. Bühler (2018)

  Deep Sequential Segmentation of Organs in Volumetric Medical Scans

  IEEE Transactions on Medical Imaging
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• M. Wimmer,  D. Major,  A. A. Novikow,  K. Bühler (2018)

  Fully automatic cross-modality localization and labeling of vertebral bodies and intervertebral discs in 3D spinal images

  International Journal of Computer Assisted Radiology and Surgery
  Bibtex
• A. A. Novikow,  D. Lenis,  D. Major,  J. Hladůvka,  M. Wimmer,  K. Bühler (2018)

  Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs

  IEEE Transactions on Medical Imaging
  Bibtex
• A. A. Novikow,  D. Major,  M. Wimmer,  G. Sluiter,  K. Bühler (2017)

  Automated Anatomy-Based Tracking of Systemic Arteries in Arbitrary Field-of-View CTA Scans

  IEEE Transactions on Medical Imaging
  Bibtex
• M. Wimmer,  D. Major,  A. A. Novikow,  K. Bühler (2016)

  Local entropy-optimized texture models for semi-automatic spine labeling in various MRI protocols

  2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI)
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• A. A. Novikow,  M. Wimmer,  D. Major,  K. Bühler (2015)

  A Two-Level Cascade Classification Algorithm for Real-Time Bifurcation Detection in CTA Images of Blood Vessels

  Proceedings of VCBM 2015
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• D. Major,  A. A. Novikow,  M. Wimmer,  J. Hladůvka,  K. Bühler (2015)

  Automated Slice-Based Artery Identification in VariousField-of-View CTA Scans

  Proceedings of VCBM 2015
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• J. Hladůvka,  D. Major,  K. Bühler (2014)

  Bone Profiles: Simple, Fast, and Reliable Spine Localization in CT Scans

  Proceedings of 2nd MICCAI Workshop on Computational Methods and Clinical Applications for Spine Imaging 2014 / Lecture Notes in Computational Vision and Biomechanics, Volume 20, 2015
  Bibtex
• D. Major,  J. Hladůvka,  F. Schulze,  K. Bühler (2013)

  Automated Landmarking and Labeling of Fully and Partially Scanned Spinal Columns in CT Images

  In Medical Image Analysis
  Bibtex
• D. Major,  J. Hladůvka,  K. Bühler (2013)

  Automated labeling framework applied on full and partial spine CT scans

  Abstract and Presentation at ECR 2013
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• K. Bühler,  D. Major,  J. Hladůvka,  R. Wegenkittl (2013)

  Towards Instant Computational Support for Interactive Diagnosis

  ECR Today, 10 March 2013
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• D. Major,  F. Schulze,  J. Hladůvka,  K. Bühler (2012)

  Highly Optimized Landmark Localization in Medical Images

  Poster in Proceedings of ICVSS 2012
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• F. Schulze,  D. Major,  K. Bühler (2011)

  Fast and Memory Efficient Feature Detection using Multiresolution Probabilistic Boosting Trees

  Proceedings of the 19th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2011)
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