Unique ID issued by UMIN | UMIN000043408 |
---|---|
Receipt number | R000049551 |
Scientific Title | Artificial Intelligence(AI) analysis of laser speckle flowgraphy data of healthy subjects |
Date of disclosure of the study information | 2021/02/22 |
Last modified on | 2023/09/23 18:07:57 |
Artificial Intelligence(AI) analysis of laser speckle flowgraphy data of healthy subjects
AI analysis of LSFG data of healthy subjects
Artificial Intelligence(AI) analysis of laser speckle flowgraphy data of healthy subjects
AI analysis of LSFG data of healthy subjects
Japan |
Subjects of thorough medical checkup(UMIN000026778)
Ophthalmology |
Others
NO
The purpose of this study was to investigate the construction of a new normal laser speckle flowgraphy(LSFG) database by using artificial intelligence(AI) in order to analyze the LSFG data and the subjects' background information obtained in the previous study(Umin000026778).
Bio-equivalence
Confirmatory
Explanatory
Not applicable
Evaluation of the classification and prediction performance of the subjects' background (age, gender, blood pressure, visual acuity, intraocular pressure, etc.) using machine learning of the features extracted from the LSFG time series data.
Observational
20 | years-old | <= |
80 | years-old | >= |
Male and Female
Subjects who could be measured ocular circulation by Laser speckle flowgraphy.
Subjects who could not be measured ocular circulation by Laser speckle flowgraphy.
1082
1st name | Seiji |
Middle name | |
Last name | Takagi |
School of Medicine, Toho University
Ophthalmology
143-8541
6-11-1 Omori-Nishi, Ota-ku, Tokyo, Japan
03-3761-4151
seiji.takagi@med.toho-u.ac.jp
1st name | Seiji |
Middle name | |
Last name | Takagi |
School of Medicine, Toho University
Ophthalmology
143-8541
6-11-1 Omori-Nishi, Ota-ku, Tokyo, Japan
03-3761-4151
seiji.takagi@med.toho-u.ac.jp
Toho University
none
Other
School of Medicine, Toho University
6-11-1 Omori-Nishi, Ota-ku, Tokyo, Japan
03-3761-4151
med.rinri@ext.toho-u.ac.jp
NO
2021 | Year | 02 | Month | 22 | Day |
Unpublished
1082
Delay expected |
Currently working on a paper
No longer recruiting
2020 | Year | 07 | Month | 27 | Day |
2020 | Year | 07 | Month | 27 | Day |
2020 | Year | 07 | Month | 27 | Day |
2022 | Year | 03 | Month | 31 | Day |
2022 | Year | 03 | Month | 31 | Day |
2022 | Year | 03 | Month | 31 | Day |
Evaluation, using machine learning, of the classification and prediction performance of the features extracted from the time series data of LSFG and the subjects' background (age, gender, blood pressure, visual acuity, intraocular pressure, etc.) obtained from previous research data (UMIN000026778).
2021 | Year | 02 | Month | 22 | Day |
2023 | Year | 09 | Month | 23 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000049551