The Application of an AI-driven Multimodal Predictive Model for Cognitive Impairment in Patients With Type 2 Diabetes Mellitus
NCT07128186 · Status: RECRUITING · Type: OBSERVATIONAL · Enrollment: 5000
Last updated 2025-08-17
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.
Conditions
- Cognitive Dysfunction
Interventions
- OTHER
-
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.
Sponsors & Collaborators
-
Tongji Hospital
lead OTHER
Eligibility
- Min Age
- 40 Years
- Max Age
- 75 Years
- Sex
- ALL
- Healthy Volunteers
- Yes
Timeline & Regulatory
- Start
- 2025-04-22
- Primary Completion
- 2028-12-30
- Completion
- 2028-12-30
Countries
- China
Study Locations
More Related Trials
-
Evaluation and Intervention of Cognitive Function in Patients With Diabetes Mellitus.
NCT05262257 ·Status: UNKNOWN ·Phase: EARLY_PHASE1
-
Cognitive Functions and BDNF in T2DM and Prediabetes Patients
NCT05654727 ·Status: COMPLETED
-
Diabetes and Cognitive Functions in Middle Age
NCT05919927 ·Status: UNKNOWN
-
Effects of Liraglutide on the Cognitive Function in Patients With Type 2 Diabetes Mellitus
NCT03707171 ·Status: COMPLETED ·Phase: PHASE3
-
Type 2 Diabetes Mellitus as Catalyst for Alzheimer's Disease
NCT02501876 ·Status: COMPLETED
-
Risk Factors for Type 2 Diabetes Mellitus With Cognitive Impairment: a Cohort Study
NCT05728567 ·Status: ACTIVE_NOT_RECRUITING
-
Comparison of Cognitive and Motor Dual Task Performance in Individuals With Prediabetes and Diabetes
NCT05203042 ·Status: UNKNOWN
-
Relationship Between Diabetes and Cognitive Impairment Based on Olfactory Function Assessment and Functional MRI
NCT02738671 ·Status: COMPLETED
-
Use of AI in Cardiometabolic Risk Prediction in Asian Indians
NCT05939869 ·Status: UNKNOWN
-
Adaptive Cognitive Training on Cognitive Function in Elderly Diabetes Patients in the Community
NCT06524388 ·Status: ENROLLING_BY_INVITATION ·Phase: NA
-
The Imaging Genetic Study of Type 2 Diabetes and Depression
NCT03564431 ·Status: UNKNOWN
-
LIGHT-MCI Trial: GLP-1 Agonist, SGLT2 Inhibitor, and DPP-4 Inhibitor for MCI Remission in Type 2 Diabetes
NCT05313529 ·Status: ACTIVE_NOT_RECRUITING ·Phase: NA
-
The Effect of SGLT2 Inhibitors on Cognitive Functions and BDNF Levels in Patients With Type 2 Diabetes
NCT05341388 ·Status: TERMINATED
-
Effects of SGLT2i on the Cognitive Function in T2DM Patient (ESCDP)
NCT04304261 ·Status: COMPLETED ·Phase: PHASE3
-
Establish Diagnostic Models Based on Olfactory Function and Odor-induced Brain Activation for Diabetes-Related Cognitive Impairment
NCT05543967 ·Status: UNKNOWN
-
HbA1c Prediction Model in Patients With Type 2 Diabetes
NCT05824286 ·Status: UNKNOWN ·Phase: NA
-
Combining Wearable Technology to Crate Internet+Digital Hospital-remote Home Type 2 Diabetes Follow-up Management Mode
NCT04973644 ·Status: COMPLETED ·Phase: NA
-
Exploring the Effectiveness of AI Generative Models for Diabetic Patients
NCT05883072 ·Status: RECRUITING
-
The Effects of Some Antihyperglycemic Drugs on Cognitive Function and Risk of Depression of Diabetic Patients
NCT07244770 ·Status: RECRUITING
-
Effectiveness of a Virtual Health Management Community (VHMC) for Pre-diabetes in China
NCT07338552 ·Status: NOT_YET_RECRUITING ·Phase: NA
-
A Decentralized Study on Dietary Influences on Cognitive Functions
NCT05801731 ·Status: COMPLETED ·Phase: NA
-
Utilizing Glycaemic Index: An Investigation of the Glycaemia and Cognition in Type 2 Diabetes
NCT03360604 ·Status: COMPLETED ·Phase: NA
-
Investigating the Insulin Resistance in Individuals With Type 2 Diabetes
NCT06428968 ·Status: RECRUITING ·Phase: NA
-
AI-Predicted Disease Trajectories in Diabetes: A Retrospective Study
NCT06280729 ·Status: NOT_YET_RECRUITING
-
Diabetes Screening and Monitoring Using Tongue Images and Self-reported Symptoms: a Machine Learning Approach
NCT05819151 ·Status: UNKNOWN