1. Department of Anesthesiology, Faculty of Medicine, Siriraj Hospital Mahidol University Bangkok Thailand
2. Department of Anesthesiology Montefiore Medical Center and Albert Einstein College of Medicine Bronx NY USA
3. Montefiore Medical Center and Albert Einstein College of Medicine Bronx NY USA
4. Department of Otorhinolaryngology/Head and Neck Surgery Montefiore Medical Center and Albert Einstein College of Medicine Bronx NY USA
5. Faculty Practice Operations, Montefiore Health System Bronx NY USA
6. Center for Health Data Innovations Montefiore Medical Center and Albert Einstein College of Medicine Bronx NY USA
7. Department for Anesthesiology and Intensive Care Medicine University Hospital of Cologne Cologne Germany
8. Network Performance Group, and Staff Physician, Department of Medicine Montefiore Medical Center and Albert Einstein College of Medicine Bronx NY USA
9. Klinik für Anästhesiologie, Operative Intensivmedizin, Schmerz‐ und Palliativmedizin, Marien Hospital Herne, Universitätsklinikum der Ruhr‐Universität Bochum Herne Germany
10. Klinik für Anästhesiologie und Intensivmedizin, Universität Duisburg‐Essen Essen Germany