Independent Validation of a Machine Learning Classifier for Predicting Mediastinal Lymph Node Metastases in Non-Small Cell Lung Cancer Using Routinely Obtainable [18F]FDG-PET/CT Parameters
Year: 2025
Type: article
Language: en
Topic: Lung Cancer Diagnosis and Treatment
Authors and affiliations:
raw_author_name: Agata Wdowiak
raw_affiliation_strings: Department of Nuclear Medicine, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany
Institute of Diagnostic and Interventional Radiology, Kantonsspital Aarau, 5001 Aarau, Switzerland
raw_author_name: Julian M. M. Rogasch
raw_affiliation_strings: Berlin Institute of Health, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
Department of Nuclear Medicine, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany
raw_author_name: Georg L. Baumgärtner
raw_affiliation_strings: Department of Radiology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany
raw_author_name: Nikolaj Frost
raw_affiliation_strings: Department of Infectious Diseases and Pulmonary Medicine, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany
raw_author_name: Jens-Carsten Rückert
raw_affiliation_strings: Department of General, Visceral, Vascular and Thoracic Surgery, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany
raw_author_name: Jens Neudecker
raw_affiliation_strings: Department of General, Visceral, Vascular and Thoracic Surgery, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany
raw_author_name: Sebastian Ochsenreither
raw_affiliation_strings: Charité Comprehensive Cancer Center, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany
Department of Hematology and Medical Oncology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 12203 Berlin, Germany
raw_author_name: Manuela Gerhold
raw_affiliation_strings: Institute of Pathology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 10117 Berlin, Germany
raw_author_name: Bernd Schmidt
raw_affiliation_strings: Department of Internal Medicine—Pneumology and Sleep Medicine, DRK Kliniken Berlin Mitte, 13359 Berlin, Germany
raw_author_name: Mareike Graff
raw_affiliation_strings: Department of Thoracic Surgery, DRK Kliniken Berlin Mitte, 13359 Berlin, Germany
raw_author_name: Holger Amthauer
raw_affiliation_strings: Department of Nuclear Medicine, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany
raw_author_name: Tobias Penzkofer
raw_affiliation_strings: Department of Radiology, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany
raw_author_name: Christian Furth
raw_affiliation_strings: Department of Nuclear Medicine, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 13353 Berlin, Germany