AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalization
Year: 2025
Type: article
Language: en
Topic: Radiomics and Machine Learning in Medical Imaging
Authors and affiliations:
raw_author_name: Jakob Dexl
raw_affiliation_strings: Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany; jakob.dexl@med.uni-muenchen.de
Munich Center for Machine Learning, Munich, Germany
raw_author_name: Sergios Gatidis
raw_affiliation_strings: Department of Radiology, Stanford University, Stanford, California
Department of Radiology, University Hospital Tübingen, Tübingen, Germany
raw_author_name: Marcel Früh
raw_affiliation_strings: Department of Radiology, University Hospital Tübingen, Tübingen, Germany
raw_author_name: Katharina Jeblick
raw_affiliation_strings: Comprehensive Pneumology Center, Member of the German Center for Lung Research, Munich, Germany
Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
Munich Center for Machine Learning, Munich, Germany
raw_author_name: Andreas Mittermeier
raw_affiliation_strings: Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
Munich Center for Machine Learning, Munich, Germany
raw_author_name: Anna Theresa Stüber
raw_affiliation_strings: Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
Munich Center for Machine Learning, Munich, Germany
raw_author_name: Balthasar Schachtner
raw_affiliation_strings: Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
Munich Center for Machine Learning, Munich, Germany
raw_author_name: Johanna Topalis
raw_affiliation_strings: Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
Konrad Zuse School of Excellence in Reliable AI, Garching, Germany
raw_author_name: Matthias P. Fabritius
raw_affiliation_strings: Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
raw_author_name: Sijing Gu
raw_affiliation_strings: Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
raw_author_name: Gowtham Krishnan Murugesan
raw_affiliation_strings: BAMF Health, Grand Rapids, Michigan
raw_author_name: Jeff VanOss
raw_affiliation_strings: BAMF Health, Grand Rapids, Michigan
raw_author_name: Jin Ye
raw_affiliation_strings: Shanghai AI Lab, Shanghai, China
raw_author_name: Junjun He
raw_affiliation_strings: Shanghai AI Lab, Shanghai, China
raw_author_name: Anissa Alloula
raw_affiliation_strings: Big Data Institute, University of Oxford, Oxford, United Kingdom
raw_author_name: Bartłomiej W. Papież
raw_affiliation_strings: Big Data Institute, University of Oxford, Oxford, United Kingdom
raw_author_name: Zacharia Mesbah
raw_affiliation_strings: Nuclear Medicine Department, Henri Becquerel Cancer Center, Rouen, France
Siemens Healthcare SAS, Courbevoie, France
Université Rouen Normandie, LITIS UR 4108, Rouen, France
raw_author_name: Romain Modzelewski
raw_affiliation_strings: Nuclear Medicine Department, Henri Becquerel Cancer Center, Rouen, France
Université Rouen Normandie, LITIS UR 4108, Rouen, France
raw_author_name: Matthias Hadlich
raw_affiliation_strings: Karlsruhe Institute of Technology, Karlsruhe, Germany
raw_author_name: Zdravko Marinov
raw_affiliation_strings: HIDSS4Health, Karlsruhe and Heidelberg, Germany
Karlsruhe Institute of Technology, Karlsruhe, Germany
raw_author_name: Rainer Stiefelhagen
raw_affiliation_strings: Karlsruhe Institute of Technology, Karlsruhe, Germany
raw_author_name: Fabian Isensee
raw_affiliation_strings: Division of Medical Image Computing, German Cancer Research Center, Heidelberg, Germany
Helmholtz Imaging, German Cancer Research Center, Heidelberg, Germany
raw_author_name: Klaus H. Maier-Hein
raw_affiliation_strings: Division of Medical Image Computing, German Cancer Research Center, Heidelberg, Germany
Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
raw_author_name: Adrian Galdran
raw_affiliation_strings: AIML, University of Adelaide, Adelaide, South Australia, Australia
Universitat Pompeu Fabra, Barcelona, Spain
raw_author_name: Konstantin Nikolaou
raw_affiliation_strings: Cluster of Excellence 2180, Image-Guided and Functionally Instructed Tumor Therapies, Tübingen, Germany
Department of Radiology, University Hospital Tübingen, Tübingen, Germany
raw_author_name: Christian la Fougère
raw_affiliation_strings: Cluster of Excellence 2180, Image-Guided and Functionally Instructed Tumor Therapies, Tübingen, Germany
Department of Nuclear Medicine and Clinical Molecular Imaging, University Hospital Tübingen, Tübingen, Germany
German Cancer Consortium, Partner Site Tübingen, Tübingen, Germany
raw_author_name: Moon Kim
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine, University Hospital Essen, Essen, Germany
University Duisburg-Essen, Essen, Germany
raw_author_name: Nico Kallenberg
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine, University Hospital Essen, Essen, Germany
raw_author_name: Jens Kleesiek
raw_affiliation_strings: Cancer Research Center Cologne Essen, University Medicine Essen, Essen, Germany
German Cancer Consortium, Partner Site Essen, Essen, Germany
Institute for Artificial Intelligence in Medicine, University Hospital Essen, Essen, Germany
University Duisburg-Essen, Essen, Germany
raw_author_name: Ken Herrmann
raw_affiliation_strings: Department of Nuclear Medicine, University Medicine Essen, Essen, Germany; and
raw_author_name: Rudolf Werner
raw_affiliation_strings: Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany
raw_author_name: Michael Ingrisch
raw_affiliation_strings: Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
Munich Center for Machine Learning, Munich, Germany
raw_author_name: Clemens C. Cyran
raw_affiliation_strings: Department of Radiology, LMU University Hospital, LMU Munich, Munich, Germany
raw_author_name: Thomas Küstner
raw_affiliation_strings: Department of Radiology, University Hospital Tübingen, Tübingen, Germany