Validation of Insulin Dose Prediction Model Based on Artificial Intelligence Algorithm

Recruiting N/A Interventional Study
Diabetes Mellitus Type 2 Diabetes
No Placebo Group Every participant receives an active treatment — no one gets a placebo.
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At a Glance
Age
18 – 75
Sex
Any
Study type
Interventional
Purpose
Treatment
Participants needed
400 (estimated)
Sponsor
Sun Yat-sen University · Other
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About This Trial
The present study aims to conduct a prospective controlled trial comparing an LSTM-based artificial intelligence (AI) prediction model and clinicians' experience in the efficacy and safety of blood glucose control in hospitalized patients with type 2 diabetes mellitus (T2DM) receiving continuous subcutaneous insulin infusion (CSII) treatment in the Department of Endocrinology. The main question it…
Trial Locations
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Eligibility Criteria
Inclusion Criteria: 1. Meets the diagnostic criteria of type 2 diabetes mellitus in the Chinese Guidelines for the Prevention and Treatment of Type 2 Diabetes (2020 edition). 2. Insulin pump is used to control blood glucose during hospitalization, and the duration of CSII treatment period ≥6 days a…
Contacts

Zhimin Huang, MD. & PhD.

+86 13925057613

hzhim@mail.sysu.edu.cn

CONTACT

Yuping Cao, B.S.

+86 15107688525

caoyp5@mail2.sysu.edu.cn

CONTACT