Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI
Meyer, A.; Chlebus, G.; Rak, M.; Schindele, D.; Schostak, M.; Ginneken, B. van; Schenk, A.; Meine, H.; Hahn, H.K.; Schreiber, A.; Hansen, C.
Zeitschriftenaufsatz
2021Deep Learning-basierte Oberflächenrekonstruktion aus Binärmasken
Tschigor, C.; Chlebus, G.; Schumann, C.
Konferenzbeitrag
2020Feasibility of End-To-End Trainable Two-Stage U-Net for Detection of Axillary Lymph Nodes in Contrast-Enhanced CT Based on Sparse Annotations
Altun, H.C.; Chlebus, G.; Jacobs, C.; Maine, H.; Ginneken, B. van; Hahn, H.K.
Konferenzbeitrag
2020Three-Dimensional Neural Network to Automatically Assess Liver Tumor Burden Change on Consecutive Liver MRIs
Goehler, A.; Harry Hsu, T.-M.; Lacson, R.; Gujrathi, I.; Hashemi, R.; Chlebus, G.; Szolovits, P.; Khorasani, R.
Zeitschriftenaufsatz
2019Reducing inter-observer variability and interaction time of MR liver volumetry by combining automatic CNN-based liver segmentation and manual corrections
Chlebus, G.; Meine, H.; Thoduka, S.; Abolmaali, N.; Ginneken, B. van; Hahn, H.K.; Schenk, A.
Zeitschriftenaufsatz
2018Automatic liver tumor segmentation in CT with fully convolutional neural networks and object-based postprocessing
Chlebus, G.; Schenk, A.; Moltz, J.H.; Ginneken, B. van; Hahn, H.K.; Meine, H.
Zeitschriftenaufsatz
2017Comparison of model initialization methods for liver segmentation using statistical shape models
Chlebus, G.; Schenk, A.; Thoduka, S.; Abolmaali, N.; Endo, I.; Meine, H.
Zeitschriftenaufsatz
2017SIRT activity and dose calculation using an optimized territorial model for the liver
Traulsen, N.; Schilling, P.; Thoduka, S.; Abolmaali, N.; Chlebus, G.; Strehlow, J.; Schenk, A.
Zeitschriftenaufsatz
2016A modular analysis tool for imaging-based clinical research in radiation therapy
Weiler, F.; Chlebus, G.; Brachmann, C.; Traulsen, N.; Waring, A.; Rieder, C.; Lassen-Schmidt, B.; Krass, S.; Hahn, H.
Zeitschriftenaufsatz
2016Validation of a novel contour mapping method to facilitate adaptive radiotherapy in head and neck cancer patients
Nijhuis, R.; Brachmann, C.; Kamp, F.; Landry, G.; Weiler, F.; Traulsen, N.; Chlebus, G.; Ganswindt, U.; Thieke, C.; Krass, S.; Belka, C.
Zeitschriftenaufsatz
2015Building Blocks for Clinical Research in Adaptive Radiotherapy
Weiler, F.; Chlebus, G.; Rieder, C.; Moltz, J.; Waring, A.; Brachmann, C.; Traulsen, N.; Corr, D.; Wirtz, S.; Krass, S.; Hahn, H.
Konferenzbeitrag