| Unique ID issued by UMIN | UMIN000059336 |
|---|---|
| Receipt number | R000067866 |
| Scientific Title | Development of an AI-based Diagnostic System for Oral Diseases Using a Gastrointestinal Endoscopy System and Its Application to the Stratification of Gastrointestinal Cancer Risk |
| Date of disclosure of the study information | 2025/10/09 |
| Last modified on | 2025/11/12 10:59:21 |
Development of an AI-based Diagnostic System for Oral Diseases Using a Gastrointestinal Endoscopy System and Its Application to the Stratification of Gastrointestinal Cancer Risk
Diagnosis of Oral Diseases Using a Gastrointestinal Endoscopy System
Development of an AI-based Diagnostic System for Oral Diseases Using a Gastrointestinal Endoscopy System and Its Application to the Stratification of Gastrointestinal Cancer Risk
Diagnosis of Oral Diseases Using a Gastrointestinal Endoscopy System
| Japan |
Dental caries, periodontal disease, esophageal cancer, and gastric cancer
| Gastroenterology | Dental medicine |
Others
NO
In this study, we aim to evaluate oral diseases such as periodontal disease and dental caries using a gastrointestinal endoscopy system, and to investigate the usefulness of this approach as a means of early identification of patients who require dental intervention. Furthermore, we aim to develop an AI-based system for the automatic assessment of oral health status. As a further objective, since oral health conditions are known risk factors for head and neck, esophageal, and gastric cancers, we will also examine whether the oral findings obtained from gastrointestinal endoscopy can be utilized for risk stratification of these gastrointestinal cancers.
Efficacy
Exploratory
Diagnostic concordance between oral assessments based on intraoral images (white-light, NBI, and TXI modes) captured by a gastrointestinal endoscopy system and those obtained through direct clinical examinations by dentists
1. Diagnostic performance of AI-based oral disease detection using endoscopic images
2. Association between oral findings and gastrointestinal or head and neck cancers
Observational
| 18 | years-old | <= |
| Not applicable |
Male and Female
1. Patients scheduled to undergo upper gastrointestinal endoscopy at our hospital
2. Patients currently receiving treatment at the Department of Periodontology in our hospital
3. Volunteers who wish to participate in this study
4. Patients aged 18 years or older, regardless of sex
1. Individuals who express a desire not to participate in the study
2. Individuals deemed inappropriate for inclusion in the study at the discretion of the physician
600
| 1st name | Kazuya |
| Middle name | |
| Last name | Takahashi |
Graduate School of Medical and Dental Sciences,Niigata University
Division of Gastroenterology and Hepatology
9518510
1-757, Asahimachidori, Chuo-ku, Niigata, Japan
0252272207
kazuya911@med.niigata-u.ac.jp
| 1st name | Kazuya |
| Middle name | |
| Last name | Takahashi |
Graduate School of Medical and Dental Sciences, Niigata University
Division of Gastroenterology and Hepatology
9518510
1-757, Asahimachidori, Chuo-ku, Niigata, Japan
0252272207
kazuya911@med.niigata-u.ac.jp
Niigata University
Niigata University
Self funding
Niigata University Ethics Committee
1-757, Asahimachidori, Chuo-ku, Niigata, Japan
0252272625
ethics@adm.niigata-u.ac.jp
NO
| 2025 | Year | 10 | Month | 09 | Day |
Unpublished
Open public recruiting
| 2025 | Year | 09 | Month | 18 | Day |
| 2025 | Year | 10 | Month | 01 | Day |
| 2025 | Year | 10 | Month | 10 | Day |
| 2030 | Year | 12 | Month | 31 | Day |
An AI-based model for the automatic assessment of oral health status will be developed using intraoral endoscopic images. Although a strict statistical calculation of sample size is not required for AI model development, we aim to construct a highly accurate model by enrolling approximately 500 participants, recruiting as many eligible subjects as possible during the study period. After model construction, an additional 100 participants will be prospectively recruited to perform validation of the AI model using a prospective cohort.
Many patients attending our department undergo annual follow-up esophagogastroduodenoscopy (EGD) for various reasons. For participants registered in this study via the Department of Gastroenterology, routine EGD follow-up will be continued as part of their standard medical care, and the occurrence of gastrointestinal diseases will be prospectively monitored. The relationship between the baseline intraoral findings at registration and the subsequent occurrence of gastrointestinal diseases will be analyzed.
| 2025 | Year | 10 | Month | 08 | Day |
| 2025 | Year | 11 | Month | 12 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000067866