| Unique ID issued by UMIN | UMIN000057068 |
|---|---|
| Receipt number | R000065228 |
| Scientific Title | Development of a Predictive Model for Oxygen Desaturation During One-Lung Ventilation Using Preoperative Data |
| Date of disclosure of the study information | 2025/02/26 |
| Last modified on | 2026/02/19 14:36:40 |
Development of a Predictive Model for Oxygen Desaturation During One-Lung Ventilation Using Preoperative Data
Development of a Predictive Model for Oxygen Desaturation
Development of a Predictive Model for Oxygen Desaturation During One-Lung Ventilation Using Preoperative Data
Development of a Predictive Model for Oxygen Desaturation
| Japan |
Patients undergoing thoracic surgery with one-lung ventilation
| Chest surgery | Anesthesiology |
Others
NO
This study aims to develop a machine-learning model to predict oxygen desaturation using preoperative data in patients undergoing thoracic surgery with one-lung ventilation.
Efficacy
The lowest percutaneous oxygen saturation recorded within the first hour after the initiation of one-lung ventilation.
Feature importance
Observational
| Not applicable |
| Not applicable |
Male and Female
Patients in this study underwent thoracic surgery with one-lung ventilation in the lateral decubitus position at the University of Toyama Hospital between January 1, 2020, and December 31, 2023. The target diseases included lung tumors, pneumothorax, and empyema.
Individuals who requested to opt out of the study after the publication of the information disclosure document. Patients who underwent bilateral lung surgery, those who required a right-sided one-lung ventilation tube, and those who used a bronchial blocker.
600
| 1st name | Tomonori |
| Middle name | |
| Last name | Takazawa |
Toyama University Hospital
Department of Anesthesiology
9300194
2630 Sugitani, Toyama, Japan
0764347377
takazawt@med.u-toyama.ac.jp
| 1st name | Yuichi |
| Middle name | |
| Last name | Hasegawa |
Toyama University Hospital
Intensive Care Unit
9300194
2630 Sugitani, Toyama, Japan
0764347377
megahase@med.u-toyama.ac.jp
University of Toyama
University of Toyama
Self funding
Toyama University Hospital Center for Clinical and Translational Research
2630 Sugitani, Toyama, Japan
0764347034
rinken@adm.u-toyama.ac.jp
NO
| 2025 | Year | 02 | Month | 26 | Day |
Unpublished
Completed
| 2024 | Year | 12 | Month | 27 | Day |
| 2024 | Year | 12 | Month | 27 | Day |
| 2025 | Year | 02 | Month | 26 | Day |
| 2026 | Year | 03 | Month | 31 | Day |
Not applicable
| 2025 | Year | 02 | Month | 18 | Day |
| 2026 | Year | 02 | Month | 19 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000065228