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Early Identification and Diagnosis of BAD-related Stroke
Sponsor: Peking Union Medical College Hospital
Summary
Branch atheromatous disease (BAD)-related stroke is an important subtype of acute ischemic stroke involving penetrating arteries and is associated with early neurological deterioration. Early recognition and standardized diagnosis remain challenging in routine clinical practice because clinical symptoms are often non-specific and the diagnosis requires integrated clinical and imaging assessment. This multicenter prospective observational study will collect demographic, clinical, laboratory, electrocardiographic, ultrasound, and multimodal neuroimaging data from adults with acute ischemic stroke within 1 week of symptom onset. Participants will receive routine clinical care determined by their treating physicians; no treatment or management strategy will be assigned by the study protocol. An independent central clinical-imaging adjudication committee will classify participants as BAD-related stroke or non-BAD acute ischemic stroke according to predefined diagnostic criteria. The study aims to develop and externally validate artificial intelligence-assisted screening and diagnostic models for BAD-related stroke and to evaluate their discrimination, calibration, and potential clinical utility.
Official title: Establishment and Validation of a Novel Intelligent Diagnostic Model for BAD-related Stroke Based on the Fusion of Multi-source Clinical Image Information and Its Promotion
Key Details
Gender
All
Age Range
18 Years - 80 Years
Study Type
OBSERVATIONAL
Enrollment
1602
Start Date
2026-07-15
Completion Date
2028-12-31
Last Updated
2026-07-09
Healthy Volunteers
No
Interventions
Multisource clinical-imaging artificial intelligence diagnostic assessment
The diagnostic assessment consists of artificial intelligence-assisted analysis of routinely collected clinical, laboratory, cardiovascular, and multimodal neuroimaging data to estimate the probability of BAD-related stroke. The model output will be compared with an independent central clinical-imaging reference diagnosis. The model will not determine treatment assignment in this observational study.
Locations (11)
Beijing Fangshan District Liangxiang Hospital
Beijing, China
Beijing Haidian Hospital
Beijing, China
Beijing Huaxin Hospital (The First Hospital of Tsinghua University)
Beijing, China
Beijing Jingmei Group General Hospital
Beijing, China
Beijing Longfu Hospital
Beijing, China
Beijing Puren Hospital
Beijing, China
Beijing Shijingshan Hospital
Beijing, China
Beijing Shijitan Hospital, Capital Medical University
Beijing, China
Beijing Sixth Hospital
Beijing, China
Beijing Yanqing District Hospital
Beijing, China
Peking Union Medical College Hospital
Beijing, China