Unique ID issued by UMIN | UMIN000031665 |
---|---|
Receipt number | R000036167 |
Scientific Title | Development of colposcopy application |
Date of disclosure of the study information | 2018/03/11 |
Last modified on | 2024/09/13 13:51:18 |
Development of colposcopy application
Development of colposcopy application
Development of colposcopy application
Development of colposcopy application
Japan |
uterine cervical cancer
Obstetrics and Gynecology |
Malignancy
NO
To improve diagnostic accuracy by colposcopy, we develop software(application) which helps gynecologist's diagnosis.
Efficacy
diagnostic concordance rate of gynecologist's colposcopy findings and computer findings
diagnostic concordance rate of biopsy and computer findings
Observational
Not applicable |
Not applicable |
Female
Patient who needs biopsy under colposcopy and agrees to entry on this study
None
200
1st name | Noriomi |
Middle name | |
Last name | Matsumura |
Kindai University Faculty of Medicine
Department of Obstetrics & Gynecology
589-8511
377-2,Ono-higashi,Osakasayama,Osaka,Japan
072-366-0221
noriomi@med.kindai.ac.jp
1st name | Kosuke |
Middle name | |
Last name | Murakami |
Kindai University Faculty of Medicine
Department of Obstetrics & Gynecology
589-8511
377-2,Ono-higashi,Osakasayama,Osaka,Japan
072-366-0221
kmurakami@med.kindai.ac.jp
Kindai University
None
Other
Kindai University Faculty of Medicine IRB
377-2,Ono-higashi,Osakasayama,Osaka,Japan
072-366-0221
zizen@med.kindai.ac.jp
NO
2018 | Year | 03 | Month | 11 | Day |
https://www.med.kindai.ac.jp/rinri/
Unpublished
https://www.mdpi.com/2075-4418/13/9/1596
40
It was confirmed that accuracy, precision, and F1 scores, which were 0.894, 0.837, and 0.834, respectively, were significantly better when images taken before and after acetic acid solution application were used than when only images taken after acetic acid solution application were used (0.882, 0.823, and 0.823, respectively).
2024 | Year | 09 | Month | 13 | Day |
Of the patients who underwent colposcopy for abnormal cervical cytology, we selected those for whom the images taken before and after acetic acid solution application were available.
For the colposcopy procedure in this study, first, the discharge was removed thoroughly, the cervix was observed with a colposcope (OLYMPUS Corp., Shinjuku, Tokyo, Japan), and the photograph was taken with a digital camera (E-PL5, OLYMPUS Corp., Shinjuku, Tokyo, Japan) connected to the scope with an exposure time between 1/100 and 1/40 s and an ISO sensitivity of 400. Next, a cotton ball soaked in 3% acetic acid solution was pressed against the cervix and left for 1 min. Then, the cotton ball was removed, the cervix was observed briefly (30 s) with a colposcope, and the photograph was taken again in the same manner. The focus was adjusted manually. The colposcopy was performed on all the patients by a gynecologic oncologist with more than ten years of experience.
none
In this method, to segment the lesion effectively, the colposcopic images taken before acetic acid solution application were input to the deep learning network, U-Net, for lesion segmentation with the images taken following acetic acid solution application. We conducted experiments using 30 actual colposcopic images of acetowhite epithelium, one of the representative types of CIN.
Open public recruiting
2017 | Year | 11 | Month | 15 | Day |
2017 | Year | 11 | Month | 13 | Day |
2017 | Year | 12 | Month | 01 | Day |
2022 | Year | 11 | Month | 30 | Day |
None
2018 | Year | 03 | Month | 10 | Day |
2024 | Year | 09 | Month | 13 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000036167