Unconditional latent diffusion models memorize patient imaging data

Nature Biomedical Engineering, vol. 10, pp. 458–472

Authors 13

1. Marvin Seyfarth

   Heidelberg University · University Hospital Heidelberg · German Centre for Cardiovascular Research

   Affiliation as printed

   Department of Internal Medicine III, Heidelberg University Hospital, Heidelberg, Germany

   German Centre for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, Heidelberg, Germany

   Heidelberg Faculty of Medicine, Heidelberg University, Heidelberg, Germany

2. Isabelle Ayx

   University Medical Centre Mannheim

   Affiliation as printed

   Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Mannheim, Germany

3. Theano Papavassiliu

   Heidelberg University · German Centre for Cardiovascular Research · University Medical Centre Mannheim · Medizinische Fakultät Mannheim

   Affiliation as printed

   AI Health Innovation Cluster (AIH), Heidelberg, Germany

   Department of Cardiology, Angiology, Hemostasis, and Medical Intensive Care, University Medical Centre Mannheim, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany

   German Centre for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, Heidelberg, Germany

4. Stefan Oswald Schoenberg

   University Medical Centre Mannheim

   Affiliation as printed

   AI Health Innovation Cluster (AIH), Heidelberg, Germany

   Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Mannheim, Germany

5. Robert Malte Siepmann Aachen Department of Diagnostic and Interventional Radiology

   Universitätsklinikum Aachen · RWTH Aachen University

   Affiliation as printed

   Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Aachen, Germany

6. Fabian Christopher Laqua

   Universitätsklinikum Würzburg

   Affiliation as printed

   Institute for Diagnostic and Interventional Radiology, University Hospital Würzburg, Würzburg, Germany

7. Jannik Kahmann

   University Medical Centre Mannheim

   Affiliation as printed

   Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Mannheim, Germany

8. Norbert Frey

   Heidelberg University · University Hospital Heidelberg · German Centre for Cardiovascular Research

   Affiliation as printed

   Department of Internal Medicine III, Heidelberg University Hospital, Heidelberg, Germany

   German Centre for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, Heidelberg, Germany

   Heidelberg Faculty of Medicine, Heidelberg University, Heidelberg, Germany

9. Bettina Baeßler

   Universitätsklinikum Würzburg

   Affiliation as printed

   Institute for Diagnostic and Interventional Radiology, University Hospital Würzburg, Würzburg, Germany

10. Sebastian Foersch

    University Medical Center of the Johannes Gutenberg University Mainz

    Affiliation as printed

    Institute of Pathology, University Medical Center Mainz, Mainz, Germany

11. Daniel Truhn Aachen Department of Diagnostic and Interventional Radiology

    Universitätsklinikum Aachen · RWTH Aachen University

    Affiliation as printed

    Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Aachen, Germany

12. Jakob Nikolas Kather

    University Hospital Heidelberg · National Center for Tumor Diseases · University Hospital Carl Gustav Carus · Else Kröner Fresenius Center for Digital Health · Technische Universität Dresden

    Affiliation as printed

    Department of Medicine I, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany

    Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany

    Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany

13. Sandy Engelhardt

    Heidelberg University · University Hospital Heidelberg · German Centre for Cardiovascular Research

    Affiliation as printed

    AI Health Innovation Cluster (AIH), Heidelberg, Germany

    Department of Internal Medicine III, Heidelberg University Hospital, Heidelberg, Germany

    German Centre for Cardiovascular Research (DZHK), Partner Site Heidelberg/Mannheim, Heidelberg, Germany

    Heidelberg Faculty of Medicine, Heidelberg University, Heidelberg, Germany