Clinical trial Recruiting at 11 sites Observational Ages 18 to 80

Early Identification of BAD-related Stroke in Adults

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

Run by Peking Union Medical College Hospital · NCT07693816 · Data updated 2026-11-12

This study tests how well a multisource AI diagnostic approach can identify BAD-related stroke among adults with acute ischemic stroke within a week of onset.

Quick facts

Study typeObservational
Ages18 Years to 80 Years
SexAll
Enrollment1602 (estimated)
SponsorPeking Union Medical College Hospital
Academic / other
Locations11 sites (Beijing and 10 other locations)
StatusRecruiting
StartedJuly 15, 2026
Main results expectedJanuary 31, 2028
Study endsDecember 31, 2028
Registry record updatedJuly 9, 2026
Trial IDNCT07693816 on ClinicalTrials.gov

Is this trial a fit for you?

Likely a good fit

Adults aged 18 to 80 with acute ischemic stroke who can be enrolled within 1 week of symptom onset and have baseline clinical and neuroimaging data available.

Probably not a fit

Patients without BAD-related stroke or without access to the required baseline assessments may not benefit from the diagnostic algorithm.

A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.

What this trial studies

This multicenter, prospective observational study collects demographic, clinical, laboratory, ECG, ultrasound, and multimodal neuroimaging data from adults with acute ischemic stroke within one week of symptom onset. An independent central committee will classify participants as BAD-related stroke or non-BAD stroke using predefined criteria, while treatment remains as determined by clinicians. The project uses an artificial intelligence diagnostic assessment that integrates multisource data to help distinguish BAD-related stroke from other AIS subtypes. Enrollment includes two cohorts—BAD-related stroke and non-BAD AIS—with outcomes assessed at 90 days. Data will come from multiple Beijing-area centers, with collaboration from AI and information technology partners.

Why it matters

Potential benefit: If successful, the AI-driven approach could improve early and accurate BAD-related stroke identification, enabling more precise research and potentially tailored management strategies.

How similar studies have gone: Prior work shows promise for AI-assisted stroke subtyping, but specific validation for BAD-related stroke remains limited and this study advances model-centric approaches in a multicenter setting.

Who can join: the full rules

Show full inclusion / exclusion criteria
Inclusion Criteria:

* Age 18 to 80 years.
* Diagnosis of acute ischemic stroke.
* Time from symptom onset to enrollment ≤ 1 week; if the onset time is unknown, time from last known well to enrollment ≤ 1 week.
* Availability of required baseline clinical and neuroimaging assessments according to the study protocol.
* Written informed consent provided by the participant or legally authorized representative.

Participants will be classified into the BAD-related stroke cohort if they meet all predefined BAD-related stroke diagnostic criteria, including:

* A single isolated deep subcortical infarct on diffusion-weighted imaging.
* The presumed culprit perforating artery is the lenticulostriate artery or the paramedian pontine artery.
* For lenticulostriate artery territory infarction: a comma-shaped lesion extending from inferior to superior direction on coronal DWI or involvement of ≥3 axial DWI slices with 5-7 mm slice thickness.
* For paramedian pontine artery territory infarction: a lesion extending from the deep pons to the ventral surface of the pons on axial DWI.
* No ≥50% stenosis of the corresponding parent artery, confirmed by MRA, CTA, or DSA.

Participants with acute ischemic stroke who do not meet BAD-related stroke criteria will be classified into the non-BAD acute ischemic stroke cohort.

Exclusion Criteria:

General exclusion criteria for all participants:

* Intracranial hemorrhage, vascular malformation, aneurysm, brain abscess, malignant intracranial mass, or other non-ischemic intracranial lesion on baseline CT, MRI, MRA, CTA, or DSA.
* Pre-stroke modified Rankin Scale score ≥2.
* Life expectancy ≤6 months.
* Unable to tolerate MRI examination.
* Pregnancy or breastfeeding.
* Participation in another clinical study within 3 months before informed consent or current participation in another clinical study that may interfere with this study.

Additional criteria that preclude classification as BAD-related stroke:

* Ipsilateral extracranial tandem artery stenosis ≥50%.
* Definite cardioembolic source, including atrial fibrillation, myocardial infarction, clinically significant valvular heart disease, dilated cardiomyopathy, infective endocarditis, atrioventricular conduction disease, or heart rate \<50 beats/min as defined in the protocol.
* Receipt of or planned acute-phase endovascular treatment after stroke onset.
* Stroke due to other determined causes, such as moyamoya disease, arterial dissection, or vasculitis.

Where it's running

  • Beijing Fangshan District Liangxiang Hospital
    Beijing, China
    Recruiting
  • Beijing Haidian Hospital
    Beijing, China
    Recruiting
  • Beijing Huaxin Hospital (The First Hospital of Tsinghua University)
    Beijing, China
    Recruiting
  • Beijing Jingmei Group General Hospital
    Beijing, China
    Recruiting
  • Beijing Longfu Hospital
    Beijing, China
    Recruiting
  • Beijing Puren Hospital
    Beijing, China
    Recruiting
Show 5 more locations
  • Beijing Shijingshan Hospital
    Beijing, China
    Recruiting
  • Beijing Shijitan Hospital, Capital Medical University
    Beijing, China
    Recruiting
  • Beijing Sixth Hospital
    Beijing, China
    Recruiting
  • Beijing Yanqing District Hospital
    Beijing, China
    Recruiting
  • Peking Union Medical College Hospital
    Beijing, China
    Recruiting

Study contacts

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How to take part

  1. Review the eligibility criteria above with your treating physician.
  2. Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
  3. Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.
Last reviewed 2026-11-14 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.