Clinical Trials Logo

Clinical Trial Summary

To analyse driving behavior of individuals with type 1 diabetes in eu- and mild hypoglycaemia while driving in a real car. Based on the in-vehicle variables, the investigators aim at establishing algorithms capable of discriminating eu- and hypoglycaemic driving patterns using machine learning classifiers.


Clinical Trial Description

Hypoglycaemia is among the most relevant acute complications of diabetes mellitus. During hypoglycaemia physical, psychomotor, executive and cognitive function significantly deteriorate. These are important prerequisites for safe driving. Accordingly, hypoglycaemia has consistently been shown to be associated with an increased risk of driving accidents and is, therefore, regarded as one of the relevant factors in traffic safety. Therefore, this study aims at evaluating a machine-learning based approach using in-vehicle data to detect hypoglycaemia during driving. During controlled eu- and hypoglycaemia, participants with type 1 diabetes mellitus drive in a driving school car on a closed test-track while in-vehicle data is recorded. Based on this data, the investigators aim at building machine learning classifiers to detect hypoglycemia during driving. ;


Study Design


Related Conditions & MeSH terms


NCT number NCT05308095
Study type Interventional
Source University Hospital Inselspital, Berne
Contact
Status Completed
Phase N/A
Start date April 13, 2022
Completion date June 23, 2022

See also
  Status Clinical Trial Phase
Completed NCT05594446 - Morphometric Study of the Legs and Feet of Diabetic Patients in Order to Collect Data Intended to be Used to Measure by Dynamometry the Pressures Exerted by Several Medical Compression Socks at the Level of the Forefoot
Completed NCT03975309 - DHS MIND Metabolomics
Completed NCT01855399 - Technologically Enhanced Coaching: A Program to Improve Diabetes Outcomes N/A
Completed NCT01819129 - Efficacy and Safety of FIAsp Compared to Insulin Aspart in Combination With Insulin Glargine and Metformin in Adults With Type 2 Diabetes Phase 3
Recruiting NCT04984226 - Sodium Bicarbonate and Mitochondrial Energetics in Persons With CKD Phase 2
Recruiting NCT05007990 - Caregiving Networks Across Disease Context and the Life Course
Active, not recruiting NCT04420936 - Pragmatic Research in Healthcare Settings to Improve Diabetes and Obesity Prevention and Care for Our Program N/A
Recruiting NCT03549559 - Imaging Histone Deacetylase in the Heart N/A
Completed NCT04903496 - Clinical Characteristics and Disease Burden of Diabetic Patients Based on Tianjin Regional Database
Completed NCT01437592 - Investigating the Pharmacokinetic Properties of NN1250 in Healthy Chinese Subjects Phase 1
Completed NCT01696266 - An International Survey on Hypoglycaemia Among Insulin-treated Patients With Diabetes
Completed NCT04082585 - Total Health Improvement Program Research Project
Completed NCT03390179 - Hyperglycemic Response and Steroid Administration After Surgery (DexGlySurgery)
Not yet recruiting NCT05029804 - Effect of Walking Exercise Training on Adherence to Disease Management and Metabolic Control in Diabetes N/A
Recruiting NCT05294822 - Autologous Regenerative Islet Transplantation for Insulin-dependent Diabetes N/A
Completed NCT04427982 - Dance and Diabetes/Prediabetes Self-Management N/A
Completed NCT02356848 - STEP UP to Avert Amputation in Diabetes N/A
Completed NCT03292185 - A Trial to Investigate the Single Dose Pharmacokinetics of Insulin Degludec/Liraglutide Compared With Insulin Degludec and Liraglutide in Healthy Chinese Subjects Phase 1
Active, not recruiting NCT05477368 - Examining the Feasibility of Prolonged Ketone Supplement Drink Consumption in Adults With Type 2 Diabetes N/A
Completed NCT04496401 - PK Study in Diabetic Transplant récipients : From Twice-daily Tacrolimus to Once-daily Extended-release Tacrolimus Phase 4