| Unique ID issued by UMIN | UMIN000054285 |
|---|---|
| Receipt number | R000061996 |
| Scientific Title | Prospective Cohort Study of Collection and Validation of Clinical Data for the Development of AI Diagnosing Subepithelial Lesions of the Gastrointestinal Tract |
| Date of disclosure of the study information | 2024/04/30 |
| Last modified on | 2024/04/30 07:58:06 |
Prospective Cohort Study of the Development of AI Diagnosing Subepithelial Lesions of the Gastrointestinal Tract
Development of SEL-AI
Prospective Cohort Study of Collection and Validation of Clinical Data for the Development of AI Diagnosing Subepithelial Lesions of the Gastrointestinal Tract
Development of SEL-AI
| Japan |
Cases undergoing EUS examination aimed at diagnosis, tissue sampling, and follow-up for suspected submucosal tumors of the gastrointestinal tract
| Gastroenterology |
Others
NO
Acquiring training data, researching and developing AI to differentiate gastrointestinal submucosal tumors in EUS images across multiple institutions prospectively, and evaluating its utility."
Efficacy
Confirmatory
Explanatory
Not applicable
Accuracy in SEL's three-category differentiation (GIST, leiomyoma, and others) in EUS by an AI diagnostic system
Diagnostic performances (sensitivity, specificity, positive predictive value, negative predictive value, accuracy) of an AI diagnostic system and expert physicians in the two-category differentiation (GIST, others) of SEL; diagnostic performances in multi-category classification (accuracy, sensitivity per category); diagnostic capabilities of non-expert physicians; diagnostic capabilities of various biopsy procedures; and EUS findings contributing to diagnosis
Observational
| 18 | years-old | <= |
| Not applicable |
Male and Female
Cases undergoing upper gastrointestinal EUS examination aimed at precise inspection, tissue sampling, and follow-up for lesions suspected of SEL, with the age of consent being 18 years or older at the time of consent
Patients deemed unsuitable as research subjects by the principal investigator; patients lacking the capacity to consent
720
| 1st name | Kawashima |
| Middle name | |
| Last name | Hiroki |
Nagoya Graduate School of Medicine
Department of Gastroenterology and Hepatology
466-8580
65, Tsuruma-cho, Nagoya, Japan
052-744-2172
kuwa_tak@aichi-cc.jp
| 1st name | Kuwahara |
| Middle name | |
| Last name | Takamichi |
Nagoya Graduate School of Medicine
Department of Gastroenterology and Hepatology
466-8580
65, Tsuruma-cho, Nagoya, Japan
052-744-2172
kuwa_tak@aichi-cc.jp
Nagoya University
Nagoya University
Other
Nagoya University
65, Tsuruma-cho, Nagoya, Japan
052-744-2172
kuwa_tak@aichi-cc.jp
NO
| 2024 | Year | 04 | Month | 30 | Day |
Unpublished
Enrolling by invitation
| 2023 | Year | 08 | Month | 23 | Day |
| 2023 | Year | 08 | Month | 23 | Day |
| 2024 | Year | 04 | Month | 30 | Day |
| 2027 | Year | 04 | Month | 30 | Day |
collection of EUS videos of SEL
| 2024 | Year | 04 | Month | 30 | Day |
| 2024 | Year | 04 | Month | 30 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000061996