Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs

Computer Methods and Programs in Biomedicine, vol. 234, pp. 107505

Authors 14

1. Felix Busch corresponding

   Humboldt-Universität zu Berlin · Freie Universität Berlin · Charité - Universitätsmedizin Berlin

   Affiliation as printed

   Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany; Department of Anesthesiology, Division of Operative Intensive Care Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany. Electronic address: felix.busch@charite.de

   Department of Anesthesiology, Division of Operative Intensive Care Medicine, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

   Department of Radiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

2. Lina Xu

   Humboldt-Universität zu Berlin · Freie Universität Berlin · Charité - Universitätsmedizin Berlin

   Affiliation as printed

   Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

   Department of Radiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

3. Dmitry Sushko

   Humboldt-Universität zu Berlin · Freie Universität Berlin · Charité - Universitätsmedizin Berlin

   Affiliation as printed

   Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

   Department of Radiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

4. Matthias Weidlich

   Humboldt-Universität zu Berlin · Freie Universität Berlin · Charité - Universitätsmedizin Berlin

   Affiliation as printed

   Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

   Department of Radiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

5. Daniel Truhn Aachen Department of Diagnostic and Interventional Radiology

   Universitätsklinikum Aachen

   Affiliation as printed

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

6. Gustav Anton Müller‐Franzes Aachen Department of Diagnostic and Interventional Radiology

   Universitätsklinikum Aachen

   Affiliation as printed

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

7. Maurice M. Heimer

   Ludwig-Maximilians-Universität München

   Affiliation as printed

   Department of Radiology, Ludwig-Maximilians-University of Munich, Munich, Germany

8. Stefan M. Niehues

   Humboldt-Universität zu Berlin · Freie Universität Berlin · Charité - Universitätsmedizin Berlin

   Affiliation as printed

   Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

   Department of Radiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

9. Marcus R. Makowski

   Technical University of Munich

   Affiliation as printed

   Department of Radiology, Technical University of Munich, Munich, Germany

10. Markus Hinsche

    Humboldt-Universität zu Berlin · Freie Universität Berlin · Charité - Universitätsmedizin Berlin

    Affiliation as printed

    Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

    Department of Radiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

11. Janis Lucas Vahldiek

    Humboldt-Universität zu Berlin · Freie Universität Berlin · Charité - Universitätsmedizin Berlin

    Affiliation as printed

    Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

    Department of Radiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

12. Hugo J.W.L. Aerts

    Brigham and Women's Hospital · Harvard University · Maastricht University · Dana-Farber Cancer Institute · Berlin Institute of Health at Charité - Universitätsmedizin Berlin · Dana-Farber Brigham Cancer Center · Mass General Brigham

    Affiliation as printed

    Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany; Artificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA, USA; Departments of Radiation Oncology and Radiology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, MA, USA; Radiology and Nuclear Medicine, CARIM & GROW, Maastricht University, Maastricht, the Netherlands

    Artificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA, USA

    Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany

    Departments of Radiation Oncology and Radiology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, MA, USA

    Radiology and Nuclear Medicine, CARIM & GROW, Maastricht University, Maastricht, the Netherlands

13. Lisa C. Adams

    Humboldt-Universität zu Berlin · Berlin Institute of Health at Charité - Universitätsmedizin Berlin · Freie Universität Berlin · Charité - Universitätsmedizin Berlin

    Affiliation as printed

    Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany

    Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany

    Department of Radiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany

14. Keno K. Bressem

    Harvard University · Humboldt-Universität zu Berlin · Berlin Institute of Health at Charité - Universitätsmedizin Berlin · Mass General Brigham · Freie Universität Berlin · Charité - Universitätsmedizin Berlin

    Affiliation as printed

    Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany; Artificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA, USA

    Artificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA, USA

    Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany

    Department of Radiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany