2026-05-27T22:36:35Z https://rodare.hzdr.de/oai2d

oai:rodare.hzdr.de:4177 2026-04-20T16:28:19Z software software user-health user-pet-center user-rodare user-zrt

true 3.1 HZDR.RODARE 10.14278/rodare.4177 Nikulin, Pavel 0000-0002-4568-4018 Department of Positron Emission Tomography, Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany Hoberück, Sebastian Department of Nuclear Medicine, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany Apostolova, Ivayla Department for Diagnostic and Interventional Radiology and Nuclear Medicine, University Hospital Hamburg-Eppendorf, Hamburg, Germany Maus, Jens 0000-0002-7195-9927 Department of Positron Emission Tomography, Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany Hüttmann, Andreas Department of Hematology, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany Dührsen, Ulrich Department of Hematology, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany Kroschinsky, Frank Medical Department I, Dresden University Hospital, Dresden, Germany Kotzerke, Jörg Department of Nuclear Medicine, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany von Bonin, Malte Medical Department I, Dresden University Hospital, Dresden, Germany Bundschuh, Ralph Department of Nuclear Medicine, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany Braune, Anja 0000-0001-7707-9413 Department of Positron Emission Tomography, Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany Hofheinz, Frank 0000-0001-8016-4643 Department of Positron Emission Tomography, Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany Rodare 2025 FDG PET Total Metabolic Tumor Volume TMTV Non-Hodgkin Lymphoma Convolutional Neural Network Delineation 2025-11-26 https://rodare.hzdr.de/record/4177 https://www.hzdr.de/publications/Publ-42318 https://www.hzdr.de/publications/Publ-42236 https://github.com/hzdr-MedImaging/LyROI 10.14278/rodare.4160 https://rodare.hzdr.de/communities/health https://rodare.hzdr.de/communities/pet-center https://rodare.hzdr.de/communities/rodare https://rodare.hzdr.de/communities/zrt 1.0.1 Creative Commons Attribution Share Alike 4.0 International Open Access <p>Collection of neural network models for metabolic tumor volume delineation in (Non-Hodgkin) lymphoma patients in FDG-PET/CT images. Intended to use within nnU-Net deep learning framework. Trained with a total of 1192 [¹⁸F]FDG-PET/CT scans from 716 patients with Non-Hodgkin&nbsp;lymphoma participating in the <a href="https://doi.org/10.1200/jco.2017.76.8093">PETAL</a> trial.</p> <p>For installation and usage instructions, please visit <a href="http://github.com/hzdr-MedImaging/LyROI">https://github.com/hzdr-MedImaging/LyROI</a></p> <p>Please cite&nbsp;<a href="https://www.nature.com/articles/s41592-020-01008-z">nnU-Net</a>&nbsp;and the <a href="https://link.springer.com/article/10.1007/s00259-026-07810-9">respective paper</a> when using LyROI.</p> <p>&nbsp;</p> <p>List of available models:</p> <ul> <li><code>LyROI_Orig.zip</code>: regular U-Net</li> <li><code>LyROI_ResM.zip</code>: residual encoder U-Net (medium)</li> <li><code>LyROI_ResL.zip</code>: residual encoder U-Net (large)</li> </ul>