Deep Learning–driven classification of external DICOM studies for PACS archiving

Abstract

Over the course of their treatment, patients often switch hospitals, requiring staff at the new hospital to import external imaging studies to their local database. In this study, the authors present MOdality Mapping and Orchestration (MOMO), a Deep Learning–based approach to automate this mapping process by combining metadata analysis and a neural network ensemble.

Publication
European Radiology
Frederic Jonske
Frederic Jonske
PhD Student
Moon Kim
Moon Kim
Team Lead Annotation Lab
Julius Keyl
Julius Keyl
Medical Doctor
Jan Egger
Jan Egger
Team Lead AI-guided Therapies
Michael Forsting
Michael Forsting
Chair Radiology Department
Jens Kleesiek
Jens Kleesiek
Professor of Translational Image-guided Oncology