Miederer, Isabelle and Rogasch, Julian Manuel Michael and Fischer, Regina and Fuchs, Timo and Lapa, Constantin and Lohmann, Philipp and Shi, Kuangyu and Tran-Gia, Johannes and Wendler, Thomas and Hellwig, Dirk (2023) The Medical Informatics Initiative and the Network University Medicine - Perspectives for Nuclear Medicine. GEORG THIEME VERLAG KG, STUTTGART.
Full text not available from this repository. (Request a copy)Abstract
Digitization in the healthcare sector and the support of clinical workflows with artificial intelligence (AI), including AI-supported image analysis, represent a great challenge and equally a promising perspective for preclinical and clinical nuclear medicine. In Germany, the Medical Informatics Initiative (MII) and the Network University Medicine (NUM) are of central importance for this transformation. This review article outlines these structures and highlights their future role in enabling privacy-preserving federated multi-center analyses with interoperable data structures harmonized between site-specific IT infrastructures. The newly founded working group "Digitization and AI" in the German Society of Nuclear Medicine (DGN) as well as the Fach- und Organspezifische Arbeitsgruppe (FOSA, specialty- and organ-specific working group) founded for the field of nuclear medicine (FOSA Nuklearmedizin) within the NUM aim to initiate and coordinate measures in the context of digital medicine and (image-)data-driven analyses for the DGN.
| Item Type: | Other |
|---|---|
| Uncontrolled Keywords: | ; Digitalization; Data integration; Harmonization; Federated learning; Multi-centric analysis |
| Subjects: | 600 Technology > 610 Medical sciences Medicine |
| Divisions: | Medicine > Abteilung für Nuklearmedizin |
| Depositing User: | Dr. Gernot Deinzer |
| Date Deposited: | 23 Apr 2024 09:51 |
| Last Modified: | 23 Apr 2024 09:51 |
| URI: | https://pred.uni-regensburg.de/id/eprint/60101 |
Actions (login required)
 |
View Item |
