A Study to Collect Data to Build Artificial INtelligence Derived Algorithms For Estimating Height and Weight in childRen (INFER)
试验速览
- 阶段
- 不适用
- 状态
- 已完成
- 入组人数
- 250
- 试验地点
- 1
- 主要终点
- Accuracy of the height AI (cm)
研究概览
简要总结
An exploratory study to explore the possibility of using computer vision algorithms to estimate a child's height using images taken by a healthcare professional or parents.
详细描述
This is an exploratory, observation, data-collection study that aims to evaluate the performance of a Height Artificial Intelligence (HAI) algorithm in a real world setting. Images will be collected by parents or healthcare professionals, together with physical height measurements. This data will be used to evaluate the accuracy of the algorithm and to explore potential improvements. Data on the acceptance and experience of using the algorithm will be collected for improvements.
研究设计
- 研究类型
- Observational
- 观察模型
- Other
- 时间视角
- Prospective
入排标准
- 年龄范围
- 24 Months 至 6 Years（Child）
- 性别
- All
- 接受健康志愿者
- 是
入选标准
- •Children aged above 24 months old and below 6 years old.
- •Parent(s) should have access to the internet and a smartphone or table to complete study questionnaires, take images and upload images.
- •Parent(s) should be able to comprehend the content of the study and complete the study questionnaires in English.
- •Written consent from parents and/or legally acceptable representative
排除标准
- •Children who are unable to stand upright against a wall
- •Children who are unable to cooperate with standing height measurement
研究组 & 干预措施
Children aged above 24 months old and below 6 years of age
Children aged above 24 months old and below 6 years of age with no structural abnormalities of the lower limbs or orthopaedic conditions
干预措施: Physical height measurement (Other)
结局指标
主要结局
Accuracy of the height AI (cm)
时间窗: 2 days
Accuracy of the Height AI (cm) in a clinic and in a home setting, derived from: 1. The height AI prediction from images collected 2. The physical height measurements of subjects using WHO standard height measurement
次要结局
- Accuracy of the Weight AI (kg)(2 days)