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 type | Observational |
|---|---|
| Ages | 18 Years to 80 Years |
| Sex | All |
| Enrollment | 1602 (estimated) |
| Sponsor | Peking Union Medical College Hospital Academic / other |
| Locations | 11 sites (Beijing and 10 other locations) |
| Status | Recruiting |
| Started | July 15, 2026 |
| Main results expected | January 31, 2028 |
| Study ends | December 31, 2028 |
| Registry record updated | July 9, 2026 |
| Trial ID | NCT07693816 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
- Principal investigator: Jun Ni, MD — Peking Union Medical College Hospital
- Study coordinator: Shengde Li, MD
- Email: lishengde.medicine@qq.com
- Phone: 010-69156371
Similar studies
Other studies for the same condition or treatment. Recruiting studies are listed first.
-
Early use of antiplatelet therapy after thrombolysis for stroke
This study tests if giving aspirin right after stroke treatment can help adults feel better and prevent further problems.
-
Short-Term outside-in nerve stimulation for acute ischemic stroke
This trial tests whether a 5-day external trigeminal nerve stimulation given after stroke can help more patients recover better than a sham treatment.
-
Sevoflurane vs. Propofol for anesthesia in stroke patients undergoing clot-removal
This study tests whether sevoflurane or propofol used for anesthesia during endovascular treatment of an acute ischemic stroke affects the final brain damage and recovery.
-
Safety of adding NRICM301 to standard care for adults with acute ischemic stroke
This study tests whether adding NRICM301, a traditional Chinese medicine formula, to usual care is safe for adults with acute ischemic stroke.
-
Intracranial Recanalization with LT3001 in Acute Ischemic Stroke
This phase II study tests whether LT3001 given to adults with acute ischemic stroke can help reopen blocked brain arteries.
-
Mobilisation After Endovascular Stroke Treatment
This study checks whether moving around 12 hours after endovascular stroke treatment is as safe as moving around 24 hours for people with an acute ischemic stroke.
How to take part
- Review the eligibility criteria above with your treating physician.
- Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
- Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.