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临床试验/NCT04957407
NCT04957407Unknown不适用

The Research of Constructing a Risk Assessment Model for Gastric Cancer Based on Machine Learning

Second Affiliated Hospital, School of Medicine, Zhejiang University2 个研究点 分布在 1 个国家目标入组 5,000 人开始时间: 2019年1月1日最近更新:
适应症

试验速览

阶段
不适用
发起方
入组人数
5,000
试验地点
2
主要终点
pepsinogen value for precanceous lesion and Gastric cancer

研究概览

简要总结

Based on the gastric cancer database established earlier, this project explored the PG standard suitable for Chinese people, and further explored the establishment of machine learning model to stratify gastric cancer risk in the population, guide the frequency of gastroscopy screening, and extract important gastric cancer risk factors from it.Establish electronic health records of gastric organs, track the development and outcome of gastric diseases through deep learning method, in order to predict the development and outcome of gastric diseases;Then, the simulation hypothesis deductive method is used to compare the outcomes that may be caused by different lifestyles with the help of deep learning model, so as to guide patients to develop a better lifestyle and explore the establishment of health management paths for gastric cancer patients and high-risk groups in China.

研究设计

研究类型
Observational
观察模型
Cohort
时间视角
Prospective

入排标准

年龄范围
25 Years 至 75 Years(Adult, Older Adult)
性别
All
接受健康志愿者
否

入选标准

  • •1) intention to undergo gastroscopy during health checkup examination; and 2) 25-75 years of age

排除标准

  • •a history of gastric ulcer, gastric polyp, or GC; 2) a history of gastrectomy; 3) treatment with a proton pump inhibitor in the last month; 4) contraindications to gastroscopy; 5) a history of Hp eradication; 6) a history of abdominal pain, abdominal distention, belching, acid reflux, nausea and other digestive tract symptoms within 1 month or 67) incomplete data.

结局指标

主要结局

pepsinogen value for precanceous lesion and Gastric cancer

时间窗: 1 year

pepsinogen value for precanceous lesion and Gastric cancer

次要结局

未报告次要终点

研究者

发起方
Second Affiliated Hospital, School of Medicine, Zhejiang University
申办方类型
Other
责任方
Sponsor

研究点 (2)

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