Unique ID issued by UMIN | UMIN000031430 |
---|---|
Receipt number | R000035833 |
Scientific Title | Evaluation of ulcerative colitis with deep neural networks based on endoscopic images |
Date of disclosure of the study information | 2018/03/15 |
Last modified on | 2019/02/25 18:24:06 |
Evaluation of ulcerative colitis with deep neural networks based on endoscopic images
DNN-UC
Evaluation of ulcerative colitis with deep neural networks based on endoscopic images
DNN-UC
Japan |
Ulcerative colitis
Gastroenterology |
Others
NO
The aim of the present study is to evaluate the varidity of deep neural networks for ulcerative colitis (DNN-UC)
Efficacy
Confirmatory
Explanatory
accuracy of DNN-UC to evaluate endoscopic and histological healing
i) ability of DNN-UC to score UCEIS
ii) accuracy of DNN-UC for endoscopic and histological healing in each segment
iii) accuracy of DNN-UC in each confidence case
iv) accuracy of DNN-UC stratified with the degree of colon cleaning.
Observational
15 | years-old | <= |
Not applicable |
Male and Female
the patients who underwent colonoscopy for evaluation of UC
i) patients with prior colon surgery, IBD unclassified, Crohns disease, colorectal neoplasia, or concomitant infectious colitis
ii) patients for whom colonoscopy were contraindicated
iii) patients for whom biopsy were contraindicated because of blood disease or antithrombotic or anticoagulation therapy.
500
1st name | |
Middle name | |
Last name | Kazuo Ohtsuka |
Tokyo Medical and Dental University
Department of Endoscopy
1-5-45 Yushima, Bunkyo-ku, Tokyo, Japan
03-5803-5877
kohtsuka.gast@tmd.ac.jp
1st name | |
Middle name | |
Last name | Kento Takenaka |
Tokyo Medical and Dental University
Department of Endoscopy
1-5-45 Yushima, Bunkyo-ku, Tokyo, Japan
03-5803-5877
ktakenaka.gast@tmd.ac.jp
Department of Endoscopy, Tokyo Medical and Dental University
the Cooperation Program between Tokyo Medical and Dental University and Sony Imaging Products & Solutions Inc.
Other
NO
2018 | Year | 03 | Month | 15 | Day |
Unpublished
Completed
2018 | Year | 02 | Month | 01 | Day |
2018 | Year | 04 | Month | 01 | Day |
2018 | Year | 12 | Month | 31 | Day |
2018 | Year | 01 | Month | 15 | Day |
2018 | Year | 02 | Month | 28 | Day |
Perform colonoscopy, capture endoscopic images, and perform biopsy from each 5 segments
2018 | Year | 02 | Month | 22 | Day |
2019 | Year | 02 | Month | 25 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000035833