NCT06434584

Explainable Insulin Decision-making System to Assist Physicians in Diabetes Management

• Status: Completed
• Phase: —
• Study type: Observational
• Enrollment: 48 (actual)
• Sponsor: Shanghai Zhongshan Hospital · Academic / Other
• Sex: All
• Age: 18 Years
• Healthy volunteers: Accepted

Summary

The investigators plan to conduct a multi-case, multi-reader observational study with the primary objective of exploring the effects of an interpretable insulin-assisted decision-making system on physicians' (1) decision accuracy and (2) decision confidence.

Conditions

• Diabetes

Interventions

Type	Name	Description
OTHER	without AI assistance	provide insulin dosage and confidence score without AI assistance
OTHER	with AI dosage assistance	provide insulin dosage and confidence score with AI dosage assistance
OTHER	with explainable AI assistance	provide insulin dosage and confidence score with explainable AI assistance
OTHER	with faulty explainable AI assistance	provide insulin dosage and confidence score with faulty explainable AI assistance

Timeline

• Start date: 2022-12-10
• Primary completion: 2023-03-20
• Completion: 2023-06-10
• First posted: 2024-05-30
• Last updated: 2024-05-30

Locations

1 site across 1 country: China