Predicting vital sign deviations during surgery from patient monitoring data: developing and validating single-stream deep learning models.

Autor: Dubatovka A; Department of Computer Science, ETH Zurich, Zurich, Switzerland., Nöthiger CB; Institute of Anaesthesiology, University of Zurich, University Hospital Zurich, Zurich, Switzerland., Spahn DR; Institute of Anaesthesiology, University of Zurich, University Hospital Zurich, Zurich, Switzerland., Buhmann JM; Department of Computer Science, ETH Zurich, Zurich, Switzerland., Roche TR; Institute of Anaesthesiology, University of Zurich, University Hospital Zurich, Zurich, Switzerland. Electronic address: Tadzioraoul.roche@usz.ch., Tscholl DW; Institute of Anaesthesiology, University of Zurich, University Hospital Zurich, Zurich, Switzerland.

Publikováno v: British journal of anaesthesia [Br J Anaesth] 2024 Oct; Vol. 133 (4), pp. 889-892. Date of Electronic Publication: 2024 Aug 01.

The Visual Patient Avatar ICU Facilitates Information Transfer of Written Information by Visualization: A Multicenter Comparative Eye-Tracking Study.

Autor: Viautour J; Institute of Anesthesiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Naegeli L; Master Program in Biostatistics, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Hirschengraben 84, 8001 Zurich, Switzerland., Braun J; Departments of Epidemiology and Biostatistics, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Hirschengraben 84, 8001 Zurich, Switzerland., Bergauer L; Institute of Anesthesiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Roche TR; Institute of Anesthesiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Tscholl DW; Institute of Anesthesiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Akbas S; Institute of Anesthesiology, University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland.

Publikováno v: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2023 Nov 12; Vol. 13 (22). Date of Electronic Publication: 2023 Nov 12.

Using Visual Patient to Show Vital Sign Predictions, a Computer-Based Mixed Quantitative and Qualitative Simulation Study.

Autor: Malorgio A; Institute of Anesthesiology, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland., Henckert D; Institute of Anesthesiology, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland., Schweiger G; Institute of Anesthesiology, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland., Braun J; Departments of Epidemiology and Biostatistics, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, 8001 Zurich, Switzerland., Zacharowski K; Department of Anesthesiology, Intensive Care Medicine, and Pain Therapy, University Hospital Frankfurt, Goethe University Frankfurt, 60323 Frankfurt, Germany., Raimann FJ; Department of Anesthesiology, Intensive Care Medicine, and Pain Therapy, University Hospital Frankfurt, Goethe University Frankfurt, 60323 Frankfurt, Germany., Piekarski F; Department of Anesthesiology, Intensive Care Medicine, and Pain Therapy, University Hospital Frankfurt, Goethe University Frankfurt, 60323 Frankfurt, Germany., Meybohm P; Department of Anesthesiology, Intensive Care, Emergency, and Pain Medicine, University Hospital Wuerzburg, 97070 Wuerzburg, Germany., Hottenrott S; Department of Anesthesiology, Intensive Care, Emergency, and Pain Medicine, University Hospital Wuerzburg, 97070 Wuerzburg, Germany., Froehlich C; Department of Anesthesiology, Intensive Care, Emergency, and Pain Medicine, University Hospital Wuerzburg, 97070 Wuerzburg, Germany., Spahn DR; Institute of Anesthesiology, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland., Noethiger CB; Institute of Anesthesiology, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland., Tscholl DW; Institute of Anesthesiology, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland., Roche TR; Institute of Anesthesiology, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland.

Publikováno v: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2023 Oct 23; Vol. 13 (20). Date of Electronic Publication: 2023 Oct 23.

User Perceptions of Visual Blood: An International Mixed Methods Study on Novel Blood Gas Analysis Visualization.

Autor: Gasciauskaite G; Institute of Anesthesiology, University and University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Lunkiewicz J; Institute of Anesthesiology, University and University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Schweiger G; Institute of Anesthesiology, University and University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Budowski AD; Institute of Anesthesiology, University and University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Henckert D; Institute of Anesthesiology, University and University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Roche TR; Institute of Anesthesiology, University and University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Bergauer L; Institute of Anesthesiology, University and University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Meybohm P; Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Wuerzburg, University of Wuerzburg, 97080 Wuerzburg, Germany., Hottenrott S; Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Wuerzburg, University of Wuerzburg, 97080 Wuerzburg, Germany., Zacharowski K; Department of Anaesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Frankfurt, Goethe University Frankfurt, 60323 Frankfurt, Germany., Raimann FJ; Department of Anaesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Frankfurt, Goethe University Frankfurt, 60323 Frankfurt, Germany., Rivas E; Department of Anaesthesiology, Intensive Care Medicine and Pain Therapy, Hospital Clinic of Barcelona, University of Barcelona, 08036 Barcelona, Spain., López-Baamonde M; Department of Anaesthesiology, Intensive Care Medicine and Pain Therapy, Hospital Clinic of Barcelona, University of Barcelona, 08036 Barcelona, Spain., Ganter MT; Institute of Anaesthesiology and Critical Care Medicine, Clinic Hirslanden Zurich, 8032 Zurich, Switzerland., Schmidt T; Institute of Anaesthesiology and Critical Care Medicine, Clinic Hirslanden Zurich, 8032 Zurich, Switzerland., Nöthiger CB; Institute of Anesthesiology, University and University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Tscholl DW; Institute of Anesthesiology, University and University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland., Akbas S; Institute of Anesthesiology, University and University Hospital Zurich, Raemistrasse 100, 8091 Zurich, Switzerland.

Publikováno v: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2023 Sep 30; Vol. 13 (19). Date of Electronic Publication: 2023 Sep 30.

Avatar-based patient monitoring improves information transfer, diagnostic confidence and reduces perceived workload in intensive care units: computer-based, multicentre comparison study.

Autor: Bergauer L; Institute of Anaesthesiology, University of Zurich and University Hospital Zurich, Zurich, Switzerland., Braun J; Department of Epidemiology and Biostatistics, University of Zurich, Zurich, Switzerland., Roche TR; Institute of Anaesthesiology, University of Zurich and University Hospital Zurich, Zurich, Switzerland. Tadzioraoul.roche@usz.ch., Meybohm P; Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Wuerzburg, University of Wuerzburg, Wuerzburg, Germany., Hottenrott S; Department of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Wuerzburg, University of Wuerzburg, Wuerzburg, Germany., Zacharowski K; Department of Anaesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt, Germany., Raimann FJ; Department of Anaesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt, Germany., Rivas E; Department of Anaesthesiology, Intensive Care Medicine and Pain Therapy, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain., López-Baamonde M; Department of Anaesthesiology, Intensive Care Medicine and Pain Therapy, Hospital Clinic of Barcelona, University of Barcelona, Barcelona, Spain., Ganter MT; Institute of Anaesthesiology and Critical Care Medicine, Clinic Hirslanden Zurich, Zurich, Switzerland., Nöthiger CB; Institute of Anaesthesiology, University of Zurich and University Hospital Zurich, Zurich, Switzerland., Spahn DR; Institute of Anaesthesiology, University of Zurich and University Hospital Zurich, Zurich, Switzerland., Tscholl DW; Institute of Anaesthesiology, University of Zurich and University Hospital Zurich, Zurich, Switzerland., Akbas S; Institute of Anaesthesiology, University of Zurich and University Hospital Zurich, Zurich, Switzerland.

Publikováno v: Scientific reports [Sci Rep] 2023 Apr 11; Vol. 13 (1), pp. 5908. Date of Electronic Publication: 2023 Apr 11.