Assessing Detection Algorithms for Insulin Pump Malfunctions in Type 1 Diabetes
NCT06147583 · Status: NOT_YET_RECRUITING · Phase: NA · Type: INTERVENTIONAL · Enrollment: 20
Last updated 2023-12-14
Summary
The goal of this clinical trial is to test the effectiveness of fault-detection algorithms in detecting malfunctioning of the insulin infusion system in an artificial pancreas (also known as Automated Insulin Delivery system) for type 1 diabetes.
The main questions it aims to answer is:
"Are the proposed algorithms effective in detecting insulin suspension?" Effectiveness accounts for both high sensitivity (i.e. the fraction of suspension correctly detected) and low false alarm rate.
The study has three phases:
* free-living artificial pancreas data collection,
* in-patient induction of hyperglycemia (mimicking an insulin pump malfunction),
* retrospective analysis of the collected data to evaluate the effectiveness of the proposed algorithms in detecting insulin suspension.
Conditions
- Diabetes Mellitus, Type I
Interventions
- OTHER
-
Simulation of an insulin pump failure
The intervention will consist in simulating an insulin pump failure by suspending insulin infusion and monitoring the consequent hyperglycemia.
Sponsors & Collaborators
-
Azienda Ospedaliera di Padova
collaborator OTHER -
University of Padova
lead OTHER
Study Design
- Allocation
- NA
- Purpose
- SUPPORTIVE_CARE
- Masking
- NONE
- Model
- SINGLE_GROUP
Eligibility
- Min Age
- 18 Years
- Max Age
- 70 Years
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2023-12-31
- Primary Completion
- 2024-02-29
- Completion
- 2024-04-30
Countries
- Italy
Study Locations
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