智能手机应用程序以人工智能为基础,用于在结肠镜检查前的肠道准备过程中评估便状态
Atsushi Inaba1, Kensuke Shinmura1, Hiroki Matsuzaki2
1Department of Gastroenterology and Endoscopy, National Cancer Center Hospital East, Chiba, Japan.
概括
一个新的智能手机应用程序使用人工智能 (AI) 在排便准备 (BP) 期间评估便状态,有助于确保高质量的结肠镜 (CS) 查. 人工智能应用程序成功引导患者达到足够的血压,改善CS质量.
科学领域:
- 胃肠病学 胃肠病学
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 结肠镜 (CS) 对于检测癌前病变至关重要.
- 充分的肠道准备 (BP) 对于高质量的CS至关重要.
- 在BP期间对便状态的客观评估具有挑战性.
研究的目的:
- 开发一个智能手机应用程序 (APP) 与一个AI模型用于评估便状态在BP.
- 评估应用程序是否通过确保足够的BP来提高CS质量.
主要方法:
- 收集和分类便图像 (1-3年级) 用于人工智能模型开发.
- 构建并验证了用于便状态评估的AI模型.
- 进行了前性研究,以评估使用应用程序的患者的CS质量.
主要成果:
- 人工智能模型实现了便状态评估的高准确率 (第1级为90.2%,第3级为89.3%).
- 在前性研究中 (106名患者),99.0%的患者获得波士顿肠道准备量表 (BBPS) 评分≥6.6.
- 该应用程序促进了成功的肠道准备,以获得高质量的CS.
结论:
- 由人工智能驱动的应用程序有效地评估了BP期间的便状况.
- 该应用程序通过确保适当的肠道准备,有助于实现高质量的结肠镜检查.
- 这项技术有可能提高临床实践中的CS质量.
相关概念视频
Imaging Studies III: Gastrointestinal Motility Studies and Virtual Colonoscopy
72
This lesson explores three gastrointestinal imaging techniques: radionuclide testing, colonic transit studies, and virtual colonoscopy.
Radionuclide Testing
Radionuclide testing is a sophisticated medical technique for assessing gastrointestinal motility. It focuses on gastric emptying and colonic transit time. Radioactive markers track the movement of food through the digestive system, providing insights into gastrointestinal disorders.
In gastric emptying studies, a meal's liquid and...
Radionuclide Testing
Radionuclide testing is a sophisticated medical technique for assessing gastrointestinal motility. It focuses on gastric emptying and colonic transit time. Radioactive markers track the movement of food through the digestive system, providing insights into gastrointestinal disorders.
In gastric emptying studies, a meal's liquid and...
72
Assessment of the Rectum and Anus
186
Evaluating the rectum and anus plays a crucial role in conducting a thorough physical examination of the gastrointestinal system. Although it may be uncomfortable and often embarrassing for the patient, it holds immense diagnostic value, particularly in detecting gastrointestinal diseases and abnormalities. This guide will explain how to perform this assessment using inspection and palpation methods.
Rectal Inspection
Begin by inspecting the perianal and anal areas for color, texture, rashes,...
Rectal Inspection
Begin by inspecting the perianal and anal areas for color, texture, rashes,...
186
Serum Laboratory Studies, Stool Test, Breath Test
330
Gastrointestinal (GI) diagnostic studies are pivotal in confirming, ruling out, diagnosing, or staging various diseases, including cancers. Following diagnosis, allocating time for discussions with the patient and providing informational resources is crucial. Diagnostic assessments of the GI tract often occur in outpatient settings like endoscopy suites or GI labs. Preparation for these tests may include dietary restrictions, fasting, liquid bowel preparations, laxatives, enemas, and the...
330
Lower GI Series: Barium Enema
243
A Barium Enema, or a lower GI series, is a specialized radiographic examination designed to visualize the lower gastrointestinal tract, specifically the colon and rectum. This procedure is instrumental in diagnosing various conditions such as colorectal cancer, polyps, diverticulosis, and inflammatory bowel disease.
Procedure Details
The examination begins by inserting a lubricated rectal tube into the patient's rectum to administer a radiopaque barium solution. The barium flow is carefully...
Procedure Details
The examination begins by inserting a lubricated rectal tube into the patient's rectum to administer a radiopaque barium solution. The barium flow is carefully...
243
Endoscopic Procedures II: Colonoscopy
78
The colon, or large intestine, is the final segment of the digestive system. Its primary functions include absorbing water and vitamins produced by gut bacteria and transforming waste from liquid to solid to form stool. In adults, the large intestine is approximately 5 feet long and consists of four main sections:
78
Endoscopic Procedures III: Video Capsule Endoscopy
116
Capsule endoscopy, or wireless or video capsule endoscopy, is a diagnostic procedure for examining the entire gastrointestinal tract. Patients swallow a capsule about the size of a vitamin tablet. The capsule is equipped with a transmitter, a battery, an LED light source, and a color video camera to capture images throughout the gastrointestinal tract. This procedure is particularly useful for diagnosing conditions such as Crohn's disease, ulcerative colitis, tumors, polyps, ulcers,...
116


