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The Application of an AI-driven Multimodal Predictive Model for Cognitive Impairment in Patients With Type 2 Diabetes Mellitus
Sponsor: Tongji Hospital
Summary
The objective of this observational study is to evaluate the accuracy and feasibility of an artificial intelligence-based multimodal cognitive screening system in early identification of diabetes-related mild cognitive impairment (MCI) among type 2 diabetes mellitus (T2DM) patients through a 3-5 year follow-up. It also aims to analyze the correlation between diabetic metabolic indicators (such as glycemic variability and HbA1c levels) and cognitive function changes, thereby determining the value of this intelligent screening system in early detection and intervention of cognitive impairment in T2DM patients, which constitutes the key focus of this research.
Key Details
Gender
All
Age Range
40 Years - 75 Years
Study Type
OBSERVATIONAL
Enrollment
5000
Start Date
2025-04-22
Completion Date
2028-12-30
Last Updated
2025-08-17
Healthy Volunteers
Yes
Conditions
Interventions
follow-up observation
In this study, no additional interventions were administered to any enrolled participants; only 3-5 years of follow-up observation were conducted, with cognitive status data collected at both baseline and endpoint.
Locations (21)
Minda Hospital Affiliated to Hubei Minzu University
Enshi, Hubei, China
Huanggang Central Hospital
Huanggang, Hubei, China
Huangshi Central Hospital
Huangshi, Hubei, China
Jingzhou Central Hospital
Jingzhou, Hubei, China
Sinopharm Dongfeng General Hospital
Shiyan, Hubei, China
Suizhou Central Hospital
Suizhou, Hubei, China
Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology
Wuhan, Hubei, China
China Resources & WISCO General Hospital
Wuhan, Hubei, China
Hubei Provincial Hospital of Integrated Chinese & Western Medicine
Wuhan, Hubei, China
Tianyou Hospital Affiliated to Wuhan University of Science and Technology
Wuhan, Hubei, China
Wuhan Central Hospital
Wuhan, Hubei, China
Wuhan Fifth Hospital
Wuhan, Hubei, China
Wuhan Fourth Hospital
Wuhan, Hubei, China
Xiangyang Central Hospital
Xiangyang, Hubei, China
Xiangyang First People's Hospital
Xiangyang, Hubei, China
Xianning Central Hospital
Xianning, Hubei, China
Xiantao First People's Hospital
Xiantao, Hubei, China
Xiaogan Central Hospital
Xiaogan, Hubei, China
Renhe Hospital Affiliated to China Three Gorges University
Yichang, Hubei, China
Sinopharm Gezhouba Central Hospital
Yichang, Hubei, China
Yichang Central People's Hospital
Yichang, Hubei, China