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A clinical study on predicting brain injury in patients after cardiopulmonary resuscitation based on image analysis and deep learning models

A clinical study on predicting brain injury in patients after cardiopulmonary resuscitation based on image analysis and deep learning models

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500115543
Enrollment
Unknown
Registered
2025-12-29
Start date
2025-12-30
Completion date
Unknown
Last updated
2026-01-05

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

Conditions

Cardiac arrest

Interventions

Healthy control group:None

Sponsors

Sun Yat-sen Memorial Hospital of Sun Yat-sen University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: Inclusion criteria for the Cardiopulmonary Resuscitation Group (CA Group): (1) Age >= 18 years; (2) Experienced cardiac arrest within the hospital or outside the hospital and received cardiopulmonary resuscitation (CPR); (3) Successfully restored spontaneous circulation (ROSC) after CPR and survived for >=24 hours; (4) Received a head CT examination after ROSC (the first CT scan was included in the analysis); (5) Complete medical records, including: CPR-related records (such as arrest duration, initial rhythm, etc.); (6) Imaging data (including analyzable head CT images); (7) Neurological outcome assessment during hospitalization (such as GCS, CPC, etc.). Inclusion criteria for the Healthy Control Group (Control Group) (new): (1) Age >=18 years; (2) Received a health check-up at the hospital's health center from January 2015 to July 2025; (3) Matched with the CA group by age (± 3 years) and gender in a 1:1 ratio; (4) Complete medical records, including analyzable head CT plain scan images (DICOM format can be used for texture analysis); (5) No acute diseases at the time of the physical examination, stable vital signs; (6) Signed the consent for the use of physical examination data for research or approved by ethics committee with exemption of informed consent.

Exclusion criteria

Exclusion criteria: Exclusion criteria for the Cardiopulmonary Resuscitation Group (CA Group): (1) Patients who failed to achieve ROSC after CPR; (2) Patients who died within 24 hours after ROSC, failed to undergo head CT or were unable to make a neurological prognosis assessment; (3) Patients who already had severe underlying brain diseases before CPR, such as extensive cerebral infarction, cerebral hemorrhage, etc.; neurological disorders such as epilepsy, Parkinson's disease, Alzheimer's disease, etc.; (4) Patients in a vegetative state or coma; (5) Patients with incomplete or severely limited quality of head CT images, which cannot be used for analysis; (6) Patients whose medical records lack key clinical variables, such as CPR time, imaging time, etc. Exclusion criteria for the Healthy Control Group (Control Group) (new): (1) Patients with previous or current major systemic diseases (such as malignant tumors, severe cardiac or renal insufficiency, severe arrhythmia, etc.); (2) Patients with a history of central nervous system diseases or neurological dysfunction (cerebral infarction, cerebral hemorrhage, cranial trauma, epilepsy, Parkinson's disease, Alzheimer's disease, etc.); (3) Patients with metabolic/toxic brain diseases or systemic diseases that significantly affect brain imaging texture; (4) Patients with incomplete or poor-quality head CT images that cannot be analyzed; (5) Patients who cannot be age- and gender-matched with the corresponding CA cases; (6) Patients considered unsuitable for inclusion by the researchers.

Design outcomes

Primary

MeasureTime frame
Length of stay;

Countries

China

Contacts

Public ContactZhengfei Yang

Sun Yat-sen Memorial Hospital of Sun Yat-sen University

yangzhengfei@vip.163.com+86 13632370949

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026