Unique ID issued by UMIN | UMIN000044705 |
---|---|
Receipt number | R000051058 |
Scientific Title | Validation study of computer-aided diagnostic system for endoscopic image of gastric lesion |
Date of disclosure of the study information | 2021/06/29 |
Last modified on | 2022/11/29 18:50:13 |
Validation study of computer-aided diagnostic system for endoscopic image of gastric lesion
Validation study of Tango
Validation study of computer-aided diagnostic system for endoscopic image of gastric lesion
Validation study of Tango
Japan |
gastric lesion
Gastroenterology |
Malignancy
NO
To compare the diagnostic ability of computer-aided diagnostic system, Tango to endoscopists (Experts and Non-experts).
Efficacy
(1) Sensitivity; demonstrate Tango is not inferior to experts
(1) Accuracy; demonstrate Tango is not inferior to experts
(2) Sensitivity/Accuracy; demonstrate Tango is superior to non-experts
(3) Specificity/PPV; Tango, experts, and non-experts
(4) Response time; Tango, experts, and non-experts
(5) Differences in performance; Olympus system and Fujifilm system
Observational
Not applicable |
Not applicable |
Male and Female
Patients and images that meet all of inclusion criteria below.
(1) Endoscopic images taken with Olympus and Fujifilm endoscopic systems at The Cancer Institute Hospital Of JFCR and Jichi Medical University Hospital, respectively.
(2) Endoscopic images taken from January 1st, 2019 to August 31st, 2020.
(3) Endoscopic images saved in the on-site endoscopic management systems.
(4) Pathological samples, which were taken by biopsy (non-neoplasm) or ESD/EMR (adenoma or adenocarcinoma) or those images are stored.
(5) One lesion for one patient when multi-lesions were diagnosed in the patient. The higher priority for treatment will be selected.
(6) White light endoscopy
(7) Non-chromoendoscopy for the lesion
(8) Equal to or greater than 256 x 256px
(9) Inadequate images for diagnosis judged by the certified endoscopists (out of use condition, artifacts like devices or foreign bodies, inadequate wash, halation/blurring, out of focus, inable to anonymize such as rare case were excluded )
(10) Regardless of sizes/location of lesion or age/gender of patients
(1) Advanced gastric cancer
(2) Consent has been revoked by opt-out
(3) Lesions that is too large to fit in rectangular area inscribed in endoscopic images.
(4) Smaller than 256 x 256px after anonymization.
(5) Pathological diagnosis is "undecidable", which is Group X or Group 2 by the Group Classification or disagreement of pathologists
316
1st name | Yusuke |
Middle name | |
Last name | Kato |
AI Medical Service Inc.
R&D
170-0013
Hareza Tower 11F, 1-18-1, Higashi-ikebukuro, Toshima-ku, Tokyo
03-6903-1028
ykato@ai-ms.com
1st name | Yusuke |
Middle name | |
Last name | Kato |
AI Medical Service Inc.
R&D
170-0013
Hareza Tower 11F, 1-18-1, Higashi-ikebukuro, Toshima-ku, Tokyo
03-6903-1028
ykato@ai-ms.com
AI Medical Service Inc.
AI Medical Service Inc.
Profit organization
MINS, Approved Specified Nonprofit Corporation
ST Shibuya building 2F, 1-15-14, Dogenzaka, Shibuya-ku, Tokyo
03-6416-1868
npo-mins@j-irb.com
NO
2021 | Year | 06 | Month | 29 | Day |
https://onlinelibrary.wiley.com/doi/10.1111/den.14455
Published
https://onlinelibrary.wiley.com/doi/10.1111/den.14455
315
Tango (84.7%) achieved superiority over the specialists (65.8%) and non-specialists (51.0%) based on sensitivity.
2022 | Year | 11 | Month | 29 | Day |
2022 | Year | 10 | Month | 14 | Day |
Patients with a gastric lesion, which endoscopic image was taken
Endoscopic images of gastric lesions previously diagnosed at the Cancer Institute Hospital of the Japanese Foundation for Cancer Research and Jichi Medical University Hospital between January 2019 and August 2020 was extracted.
N/A
N/A
Completed
2021 | Year | 04 | Month | 09 | Day |
2021 | Year | 04 | Month | 14 | Day |
2021 | Year | 06 | Month | 08 | Day |
2021 | Year | 06 | Month | 15 | Day |
Endoscopists select endoscopic images, and pathologists give re-diagnoses to pathological specimens that the endoscopists selected.
2021 | Year | 06 | Month | 29 | Day |
2022 | Year | 11 | Month | 29 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000051058