Image-based explainable artificial intelligence accurately identifies myelodysplastic neoplasms beyond conventional signs of dysplasia
Year: 2025
Type: article
Language: en
Topic: Digital Imaging for Blood Diseases
Authors and affiliations:
raw_author_name: Jan-Niklas Eckardt
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany. jan-niklas.eckardt@uniklinikum-dresden.de
Else Kröner Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany. jan-niklas.eckardt@uniklinikum-dresden.de
raw_author_name: Ishan Srivastava
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
Else Kröner Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Freya Schulze
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Susann Winter
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Tim Schmittmann
raw_affiliation_strings: Institute of Software and Multimedia Technology, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Sebastian Riechert
raw_affiliation_strings: Else Kröner Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany
Institute of Software and Multimedia Technology, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Martin M. K. Schneider
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Lukas Reichel
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Miriam Eva Helena Gediga
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Katja Sockel
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Anas Shekh Sulaiman
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Christoph Röllig
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Frank Kroschinsky
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Anne-Marie Asemissen
raw_affiliation_strings: Department of Hematology, Oncology and Bone Marrow Transplantation with Section of Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
raw_author_name: Christian Pohlkamp
raw_affiliation_strings: Munich Leukemia Laboratory, Munich, Germany
raw_author_name: Torsten Haferlach
raw_affiliation_strings: Munich Leukemia Laboratory, Munich, Germany
raw_author_name: Martin Bornhäuser
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
German Cancer Consortium (DKTK), Partner Site Dresden, and German Cancer Research Center (DKFZ), Heidelberg, Germany
National Center for Tumor Diseases (NCT), NCT/UCC Dresden, a partnership between DKFZ, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, and Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany
raw_author_name: Karsten Wendt
raw_affiliation_strings: Else Kröner Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany
Institute of Software and Multimedia Technology, TUD Dresden University of Technology, Dresden, Germany
raw_author_name: Jan Moritz Middeke
raw_affiliation_strings: Department of Internal Medicine I, University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany
Else Kröner Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany