NCT06406075已完成不适用
A Pilot Study to Assess the Ability of Advanced Spectroscopy Techniques and Machine Learning Models to Non-invasively Measure Glucose Robustly and Accurately
适应症
试验速览
- 阶段
- 不适用
- 状态
- 已完成
- 入组人数
- 43
- 试验地点
- 2
- 主要终点
- Comparison of glucose changes measured over a time series of transcutaneous measurements with reference measurements
研究概览
简要总结
Primary aim of this pilot study is to provide evidence for a non-invasive, continuous, and transcutaneous measurement method to determine blood glucose levels robustly and accurately.
详细描述
The study is divided into 3 sub-studies focusing on
- Interchangeability of Lab demo 1.0
- Evaluation of advanced spectroscopy methods and their miniaturisation potential
- Robustness of machine learning model to changes over time
研究设计
- 研究类型
- Interventional
- 分配方式
- Na
- 干预模型
- Single Group
- 主要目的
- Other
- 盲法
- None
入排标准
- 年龄范围
- 18 Years 至 75 Years(Adult, Older Adult)
- 性别
- All
- 接受健康志愿者
- 是
入选标准
- •Provide signed and dated written informed consent by study participant prior to any mandatory study-specific procedures, sample collection, or analysis
- •Apparently healthy Male or Female adult aged between 18 and 75
- •Willingness to follow the study procedures
排除标准
- •In Female subjects: pregnancy or breastfeeding period
- •A diagnosis of diabetes mellitus (any type) with ongoing insulin therapy (basal or basal plus bolus) or sulfonylurea therapy
- •Prior severe hypoglycemia event (stage 3 or above; e.g., seizure, loss of consciousness, emergency hospitalisation)
- •Prior event of severe hyperglycemia resulting in diabetic ketoacidosis or hyperosmolar hyperglycemic state, or emergency hospitalisation
- •Documented medical history of bleeding disorder
- •Being under anticoagulant medication
- •Insufficient knowledge of project languages (English/German)
- •Known sensitivity to medical-grade adhesives or other skin-related complications, which might influence the outcome
结局指标
主要结局
Comparison of glucose changes measured over a time series of transcutaneous measurements with reference measurements
时间窗: The data is collected during the study procedure (up to 3 hours)
The transcutaneous glucose measurements and the corresponding spectral fingerprints are compared with the values of interstitial fluid (ISF) and capillary blood glucose.
次要结局
未报告次要终点
研究者
研究点 (2)
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