SALT: Introducing a framework for hierarchical segmentations in medical imaging using label trees
Year: 2025
Type: article
Language: en
Topic: AI in cancer detection
Authors and affiliations:
raw_author_name: Sven S. Becker
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen, Essen, Germany
Institute of Interventional and Diagnostic Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
raw_author_name: Giulia Baldini
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen, Essen, Germany
Institute of Interventional and Diagnostic Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
raw_author_name: Cynthia S. Schmidt
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen, Essen, Germany
Institute for Transfusion Medicine, University Hospital Essen, Essen, Germany
raw_author_name: Olivia B. Pollok
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen, Essen, Germany
Institute of Interventional and Diagnostic Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
raw_author_name: Obioma Pelka
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen, Essen, Germany
raw_author_name: Judith Kohnke
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen, Essen, Germany
Institute of Interventional and Diagnostic Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
raw_author_name: Katarzyna Borys
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen, Essen, Germany
Institute of Interventional and Diagnostic Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
raw_author_name: Christoph M. Friedrich
raw_affiliation_strings: Faculty of Computer Science, University of Applied Sciences and Arts, Dortmund, Germany
Institute for Medical Informatics, Biometry and Epidemiology (IMIBE), University Hospital Essen, Essen, Germany
raw_author_name: Benedikt M. Schaarschmidt
raw_affiliation_strings: Institute of Interventional and Diagnostic Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
raw_author_name: Michael Forsting
raw_affiliation_strings: Institute of Interventional and Diagnostic Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
raw_author_name: Lale Umutlu
raw_affiliation_strings: Institute of Interventional and Diagnostic Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
raw_author_name: Johannes Haubold
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen, Essen, Germany
Institute of Interventional and Diagnostic Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
raw_author_name: Felix Nensa
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen, Essen, Germany
Institute of Interventional and Diagnostic Radiology and Neuroradiology, University Hospital Essen, Essen, Germany
raw_author_name: René Hosch
raw_affiliation_strings: Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen, Essen, Germany. rene.hosch@uk-essen.de
Institute of Interventional and Diagnostic Radiology and Neuroradiology, University Hospital Essen, Essen, Germany. rene.hosch@uk-essen.de