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Research on the detection of epileptic seizures using multimodal physiological signals

Research on the detection of epileptic seizures based on multimodal physiological signals

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500101658
Enrollment
Unknown
Registered
2025-04-28
Start date
2022-03-27
Completion date
Unknown
Last updated
2025-05-05

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

Conditions

Epilepsy

Interventions

Gold Standard:Electroencephalogram (EEG) was used as the gold standard for epilepsy monitoring
Index test:Using multimodal wristband based signal acquisition technology, six physiological signals including skin conductance, electromyography, acceleration, posture angle, posture angle, and skin

Sponsors

Capital Medical University Xuanwu Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
5 Years to 60 Years

Inclusion criteria

Inclusion criteria: 1. Age 5-60 years old; 2. Seizure types: patients with primary or secondary tonic-clonic seizures; 3. Attack frequency: >2 times/month; 4. The patient needed preoperative evaluation and long term video EEG monitoring to record the video recording and EEG during the attack. 5. Agreed to participate in this study and signed the informed consent; 6. Be willing to comply with the relevant protocol regulations and come for review and relevant examinations according to the prescribed time limit.

Exclusion criteria

Exclusion criteria: 1. Patients who did not experience tonic clonic seizures in their medical history; 2. Individuals with mental illnesses who are unable to undergo relevant examinations as required; 3. Severe cognitive impairment, IQ<50; 4. Individuals with severe physical illnesses or laboratory tests showing severe abnormalities in liver and kidney function; 5 Individuals with mental illnesses who are unable to undergo relevant examinations as required.

Design outcomes

Primary

MeasureTime frame
Compare the monitoring results of devices and algorithms with the markings of hospital doctors and epilepsy logs, and analyze the recognition rate of algorithms;Compare the monitoring results of devices and algorithms with the markings of hospital doctors and epilepsy logs, and calculate the alarm delay time obtained by devices and algorithms;

Secondary

MeasureTime frame
Compare the monitoring results of devices and algorithms with the markings of hospital doctors and epilepsy logs, and calculate the false alarm rate of devices and algorithms;Compare the monitoring results of the equipment and algorithm with the markings of hospital doctors and epilepsy logs, and calculate the area under the receiver operating characteristic (ROC) curve of the equipment and algorithm;

Countries

China

Contacts

Public ContactYu Tao

Capital Medical University Xuanwu Hospital

yutaoly@sina.com+86 1339176929

Outcome results

None listed

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