Research on the prediction model of ischemic stroke recurrence risk based on XGBoost combined with convolutional neural network algorithm

Status

Recruiting

Phases

Early Phase 1

Study type

Observational

Source

ChiCTR

Registry ID

ChiCTR2200055209

Enrollment

Unknown

Registered

2022-01-03

Start date

2022-01-03

Completion date

Unknown

Last updated

2023-01-16

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Ischemic stroke/Transient ischemic attack

Interventions

case series:none

Eligibility

Sex/Gender

All

Age

18 Years to 85 Years

Inclusion criteria

Inclusion criteria: 1. Aged 18-85 years; 2. Diagnosed with ischemic stroke or diagnosed with transient ischemic attack (diagnosed in accordance with the criteria set by the Chinese Medical Association Neurology Branch of the cerebrovascular disease group in 2014); 3. During the acute period of onset (2 weeks); 4. Participate voluntarily and sign the informed consent.

Exclusion criteria

Exclusion criteria: 1. Cancer patients; 2. Cardiac infarction, cerebral infarction of other reasons, cerebral infarction of unknown cause; 3. Hemorrhagic stroke, mixed stroke and tumor stroke; 4. Combined with serious heart, lung and liver system diseases; 5. Patients with poor compliance and unable to complete long-term follow-up as judged by the investigator; 6. Patients currently participating in any clinical trials related to investigational drugs or medical devices.

Design outcomes

Primary

Measure	Time frame
CYP2C19;	—

Countries

China

Contacts

Public ContactYi Yingping

The Second Affiliated Hospital of Nanchang University

yyp66@126.com+86 13807089678

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 8, 2026