Artificial Intelligence-assisted Insulin System in Type 2 Diabetes in General Wards
Efficacy and Safety of the Artificial Intelligence-assisted Insulin Dose Adjustment System for Glycaemic Control in Patients With Type 2 Diabetes Mellitus in General Wards: a Multicentre, Single-blind, Randomised Controlled Study
1 other identifier
interventional
144
1 country
1
Brief Summary
Our study was a single-blind, randomised, controlled, multicentre study. The study was planned to enrol 142 patients with T2DM admitted to general wards who required subcutaneous insulin therapy. Participants were randomly divided into two groups in the ratio of 1:1, one group with an artificial intelligence-assisted insulin decision system to adjust insulin doses for blood glucose control, and the other group received clinician-instituted insulin dose adjustments for blood glucose control. The effectiveness and safety of the system was confirmed by comparing the glycaemic control and risk of adverse events between the two groups.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started Apr 2024
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
March 13, 2024
CompletedFirst Posted
Study publicly available on registry
March 20, 2024
CompletedStudy Start
First participant enrolled
April 19, 2024
CompletedPrimary Completion
Last participant's last visit for primary outcome
September 20, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
September 20, 2025
CompletedJune 23, 2026
December 1, 2025
1.4 years
March 13, 2024
June 18, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
time in target range (3.9-10.0 mmol/L )
Proportion of time in the target glucose range (TIR; 3.9-10.0 mmol/L) measured by CGM during the intervention period.
≥3 days
Secondary Outcomes (8)
sensor glucose
≥3 days
capillary blood glucose
≥3 days
hypoglycaemic event
≥3 days
hyperglycaemic event
≥3 days
insulin dosage
≥3 days
- +3 more secondary outcomes
Study Arms (2)
AI group
EXPERIMENTALAI-assisted insulin dosage adjustment
Doctor group
ACTIVE COMPARATORdoctor adjust insulin
Interventions
We use an artificial intelligence-assisted insulin dose adjustment system to adjust insulin doses in hospitalised patients
participants' insulin doses are adjusted by doctors
Eligibility Criteria
You may qualify if:
- Diagnosis of type 2 diabetes mellitus \> 3 months
- Age≥18 years old
- Receiving glucose-lowering management for at least 90 days
- Blood glucose:7.8-22.2 mmol/L
- Length of proposed hospitalisation ≥5 days.
You may not qualify if:
- Type 1 diabetes mellitus, other special types of diabetes mellitus
- BG\>22.2 mmol/L, or acute complications of diabetes, such as diabetic ketoacidosis, diabetic hyperosmolar state
- History of severe or repeated hypoglycaemia
- BMI≥45 kg/m2
- Pregnant and lactating women
- Clinically relevant liver disease (established cirrhosis and portal hypertension)
- Presence of severe renal disease (serum creatinine ≥3.0 mg/dL or estimated glomerular filtration rate \<30 ml/min/1.73 m2)
- Severe cardiac insufficiency
- Patients undergoing corticosteroid therapy (equivalent to a prednisone dose \>5 mg/day)
- Psychiatric abnormalities or impaired cognitive function
- Patients with severe oedema, infection, or peripheral blood circulation disorder
- Patients with severe illness or patients to be transferred to ICU for treatment
- Surgery of the heart or abdomen that may have a significant impact on the test is planned during hospitalisation
- Expected to be NPO for an extended period
- Any medical or psychological conditions, or medications that, in the doctor's judgment, could interfere with the results
- +1 more criteria
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Shanghai Zhongshan Hospitallead
- Shanghai Fifth People's Hospitalcollaborator
Study Sites (1)
Zhongshan Hospital, Fudan University
Shanghai, Shanghai Municipality, 200032, China
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- SINGLE
- Who Masked
- PARTICIPANT
- Purpose
- TREATMENT
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
March 13, 2024
First Posted
March 20, 2024
Study Start
April 19, 2024
Primary Completion
September 20, 2025
Study Completion
September 20, 2025
Last Updated
June 23, 2026
Record last verified: 2025-12