Unique ID issued by UMIN | UMIN000041332 |
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Receipt number | R000047190 |
Scientific Title | Diagnostic value of impulse oscillation system in combination with artificial intelligence as alternative method to spirometry. |
Date of disclosure of the study information | 2020/08/08 |
Last modified on | 2020/08/06 15:09:19 |
Diagnostic value of impulse oscillation system in combination with artificial intelligence as alternative method to spirometry.
Research of impulse oscillation method with machine learning for prediction of pulmonary function.
Diagnostic value of impulse oscillation system in combination with artificial intelligence as alternative method to spirometry.
Research of impulse oscillation method with machine learning for prediction of pulmonary function.
Japan |
respiratory obstractive/restrictive disorder.
Pneumology | Adult |
Others
NO
ROC analysis for diagnostic value of respiratory obstractive/restrictive disorder.
Others
1. Correlation coefficient between measured value by spirometry and predictive value by oscillometry (Mostgraph).
2. ROC analysis in subgroup of patients with age of less than 70 who has experience of spirometry testing.
ROC analysis of predictive value by oscillometry with machine learning for measured value by spirometry.
1. Correlation coefficient between measured value by spirometry and predictive value by oscillometry (Mostgraph).
2. ROC analysis in subgroup of patients with age of less than 70 who has experience of spirometry testing.
Observational
Not applicable |
Not applicable |
Male and Female
1. Recieved both spirometry and Mostgraph in Matsusaka Municipal Hospital before Dec 31 2019.
2. All parameter of both spirometry and Mostgraph was successfully measured.
3. Data of both spirometry and Mostgraph is stored in electronic medical record, and they are available.
1. With missing data of age or sex.
2. Identified as ineligible case by the investigator.
5000
1st name | Kentarou |
Middle name | |
Last name | Ito |
Matsusaka Municipal Hospital
Department of Respiratory Medicine, Respiratory Center
515-0073
1550, Tonomachi,Matsusaka, Mie, Japan.
0598-23-1515
kentarou_i_0214@yahoo.co.jp
1st name | Kentaro |
Middle name | |
Last name | Ito |
Matsusaka Municipal Hospital
Department of Respiratory Medicine, Respiratory Center
515-0073
1550, Tonomachi,Matsusaka, Mie, Japan.
0598-23-1515
kentarou_i_0214@yahoo.co.jp
Matsusaka Municipal Hospital
None
Local Government
Matsusaka Municipal Hospital
1550, Tonomachi,Matsusaka, Mie, Japan.
0598-23-1515
kentarou_i_0214@ayhoo.co.jp
NO
2020 | Year | 08 | Month | 08 | Day |
Unpublished
5539
No longer recruiting
2020 | Year | 04 | Month | 30 | Day |
2020 | Year | 05 | Month | 28 | Day |
2020 | Year | 05 | Month | 28 | Day |
2020 | Year | 07 | Month | 31 | Day |
Study design:Retrospective observational study
2020 | Year | 08 | Month | 06 | Day |
2020 | Year | 08 | Month | 06 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000047190
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