November 26, 2025 Software Closed Access

Nikulin, Pavel; Hoberück, Sebastian; Apostolova, Ivayla; Maus, Jens; Hüttmann, Andreas; Dührsen, Ulrich; Kroschinsky, Frank; Kotzerke, Jörg; von Bonin, Malte; Bundschuh, Ralph; Braune, Anja; Hofheinz, Frank

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{
  "version": "1.0.0", 
  "description": "<p>Collection of neural network models for metabolic tumor volume segmentation in (non-Hodgkin) lymphoma patients in FDG-PET/CT images. Intended to use within nnU-Net deep learning framework. For installation and usage instructions, please visit <a href=\"http://github.com/hzdr-MedImaging/LyROI\">https://github.com/hzdr-MedImaging/LyROI</a></p>", 
  "@id": "https://doi.org/10.14278/rodare.4161", 
  "name": "LyROI \u2013 nnU-Net-based Lymphoma Total Metabolic Tumor Volume Segmentation", 
  "@context": "https://schema.org/", 
  "codeRepository": "https://github.com/hzdr-MedImaging/LyROI", 
  "sameAs": [
    "https://www.hzdr.de/publications/Publ-42318"
  ], 
  "identifier": "https://doi.org/10.14278/rodare.4161", 
  "creator": [
    {
      "name": "Nikulin, Pavel", 
      "@type": "Person", 
      "affiliation": "Department of Positron Emission Tomography, Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany", 
      "@id": "https://orcid.org/0000-0002-4568-4018"
    }, 
    {
      "name": "Hober\u00fcck, Sebastian", 
      "@type": "Person", 
      "affiliation": "Department of Nuclear Medicine, University Hospital Carl Gustav Carus, Technische Universit\u00e4t Dresden, Dresden, Germany"
    }, 
    {
      "name": "Apostolova, Ivayla", 
      "@type": "Person", 
      "affiliation": "Department for Diagnostic and Interventional Radiology and Nuclear Medicine, University Hospital Hamburg-Eppendorf, Hamburg, Germany"
    }, 
    {
      "name": "Maus, Jens", 
      "@type": "Person", 
      "affiliation": "Department of Positron Emission Tomography, Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany", 
      "@id": "https://orcid.org/0000-0002-7195-9927"
    }, 
    {
      "name": "H\u00fcttmann, Andreas", 
      "@type": "Person", 
      "affiliation": "Department of Hematology, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany"
    }, 
    {
      "name": "D\u00fchrsen, Ulrich", 
      "@type": "Person", 
      "affiliation": "Department of Hematology, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany"
    }, 
    {
      "name": "Kroschinsky, Frank", 
      "@type": "Person", 
      "affiliation": "Medical Department I, Dresden University Hospital, Dresden, Germany"
    }, 
    {
      "name": "Kotzerke, J\u00f6rg", 
      "@type": "Person", 
      "affiliation": "Department of Nuclear Medicine, University Hospital Carl Gustav Carus, Technische Universit\u00e4t Dresden, Dresden, Germany"
    }, 
    {
      "name": "von Bonin, Malte", 
      "@type": "Person", 
      "affiliation": "Medical Department I, Dresden University Hospital, Dresden, Germany"
    }, 
    {
      "name": "Bundschuh, Ralph", 
      "@type": "Person", 
      "affiliation": "Department of Nuclear Medicine, University Hospital Carl Gustav Carus, Technische Universit\u00e4t Dresden, Dresden, Germany"
    }, 
    {
      "name": "Braune, Anja", 
      "@type": "Person", 
      "affiliation": "Department of Positron Emission Tomography, Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany", 
      "@id": "https://orcid.org/0000-0001-7707-9413"
    }, 
    {
      "name": "Hofheinz, Frank", 
      "@type": "Person", 
      "affiliation": "Department of Positron Emission Tomography, Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiopharmaceutical Cancer Research, Dresden, Germany", 
      "@id": "https://orcid.org/0000-0001-8016-4643"
    }
  ], 
  "keywords": [
    "FDG PET", 
    "Total Metabolic Tumor Volume", 
    "TMTV", 
    "Non-Hodgkin Lymphoma", 
    "Convolutional Neural Network", 
    "Delineation"
  ], 
  "@type": "SoftwareSourceCode", 
  "datePublished": "2025-11-26", 
  "url": "https://rodare.hzdr.de/record/4161"
}