Grzegorz Chlebus

  • Research Scientist
  • Image Segmentation
  • Software Development

Publications

2018

Chlebus G, Schenk A, Moltz JH, van Ginneken B, Hahn HK, Meine H (2018) Automatic liver tumor segmentation in CT with fully convolutional neural networks and object-based postprocessing. Scientific Reports 8
Chlebus G, Meine H, Abolmaali N, Schenk A (2018) Automatic Liver and Tumor Segmentation in Late-Phase MRI Using Fully Convolutional Neural Networks. Proceedings of the Annual Meeting of the German Society of Computer- and Robot-Assisted Surgery. pp 195–200
Meine H, Chlebus G, Ghafoorian M, Endo I, Schenk A (2018) Comparison of U-net-based Convolutional Neural Networks for Liver Segmentation in CT. arXiv:1810.04017
Schenk A, Chlebus G, Meine H, Thoduka S, Abolmaali N (2018) Deep learning for liver segmentation and volumetry in late phase MRI. Proceedings of European Congress on Radiology (ECR). Springer, S474

2017

Chlebus G, Meine H, Moltz JH, Schenk A (2017) Neural Network-Based Automatic Liver Tumor Segmentation With Random Forest-Based Candidate Filtering
Chlebus G, Schenk A, Thoduka S, Abolmaali N, Endo I, Meine H (2017) Comparison of Model Initialization Methods for Liver Segmentation using Statistical Shape Models. International Journal of Computer Assisted Radiology and Surgery. pp 215–216
Traulsen N, Schilling P, Thoduka S, Abolmaali N, Chlebus G, Strehlow J, Schenk A (2017) SIRT activity and dose calculation using an optimized territorial model for the liver. International Journal of Computer Assisted Radiology and Surgery. pp 177–178

2016

Nijhuis R, Brachmann C, Kamp F, Landry G, Weiler F, Traulsen N, Chlebus G, Ganswindt U, Thieke C, Krass S, Belka C (2016) Validation of a novel contour mapping method to facilitate adaptive radiotherapy in head and neck cancer patients. Proceedings of 22. Jahrestagung der Deutschen Gesellschaft für Radioonkologie (DEGRO), Mannheim
Weiler F, Chlebus G, Brachmann C, Traulsen N, Waring A, Rieder C, Lassen-Schmidt B, Krass S, Hahn H (2016) A Modular Analysis Tool for Imaging-Based Clinical Research in Radiation Therapy. International Journal of Radiation Oncology*Biology*Physics. pp E418–E419

2015

Brachmann C, Waring A, Chlebus G, Traulsen N, Krass S (2015) A Tool for an Interactive Summary of a Radiotherapy Treatment. Proceedings of 4D Treatment Planning Workshop 2015
Weiler F, Chlebus G, Rieder C, Moltz J, Waring A, Brachmann C, Traulsen N, Corr D, Wirtz S, Krass S, Hahn HK (2015) Building Blocks for Clinical Research in Adaptive Radiotherapy. Proc. of CURAC 2015. pp 139–144
Weiler F, Brachmann C, Traulsen N, Nijhuis R, Chlebus G, Schenk M, Corr D, Wirtz S, Ganswindt U, Thieke C, Belka C, Hahn HK (2015) Fast automated non-linear contour propagation for adaptive head and neck radiotherapy. MICCAI Workshop on Imaging and Computer Assistance in Radiation Therapy ICART