Evaluation of neonatal brain function based on AI analysis of electroencephalogram

Evaluation of neonatal brain function based on artificial intelligence analysis of electroencephalogram

Status

Active, not recruiting

Phases

Early Phase 1

Study type

Observational

Source

ChiCTR

Registry ID

ChiCTR2100048613

Enrollment

Unknown

Registered

2021-07-11

Start date

2021-07-18

Completion date

Unknown

Last updated

2022-03-21

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

Conditions

Neonatal disease

Interventions

Gold Standard:Brain MRI

Index test:machine learning

Eligibility

Sex/Gender

All

Inclusion criteria

Inclusion criteria: test group: 1. For newborns with brain injury who were admitted to the Pediatric Neonatal Ward of Peking University First Hospital from Jan. 2008 to Oct.2020, the diagnostic criteria are based on MRI (10-14 days after birth) as the core, combined with the comprehensive diagnosis of medical history, clinical symptoms and signs , including neonatal hypoxic-ischemic encephalopathy, intracranial hemorrhage, neonatal stroke, neonatal hypoglycemic brain injury, bilirubin brain injury, metabolic encephalopathy; 2. All children should complete the aEEG examination within 24 hours after admission, and the examination time should be at least 2 hours; Control group: 1. All neonates without brain injury during the same period; 2. The aEEG examination should be completed within 24 hours after admission, and the examination time should be at least 2 hours.

Exclusion criteria

Exclusion criteria: No.

Design outcomes

Primary

Measure	Time frame
Seizure;	—

Countries

China

Contacts

Public ContactLiu Lili

Peking University First Hospital

gengyuehang@163.com+86 18911765706

Outcome results

None listed

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