Epilepsy
Conditions
Interventions
Gold Standard:Diagnosed with epilepsy according to the 2017 ILAE diagnostic criteria
Index test:Cross-validation was performed on the internal validation set, and prospective validation was conducted on the external multi-center cohort.
Sponsors
Xuanwu Hospital Capital Medical University
Eligibility
Sex/Gender
All
Age
14 Years to No maximum
Inclusion criteria
Inclusion criteria: 1. Retrospective inclusion criteria: (1) Age 14 years and older; (2) Patients diagnosed with epilepsy. 2. Prospective inclusion criteria: (1) Age 14 years and older; (2) Patients with a confirmed diagnosis of epilepsy; (3) Patients or their legal guardians able to understand the study content and provide informed consent; (4) Clinically stable condition and able to comply with the study procedures.
Exclusion criteria
Exclusion criteria: 1. Exclusion criteria for the retrospective study: (1) Information cannot be correctly read due to modification or obliteration of medical records; (2) Examination reports are obliterated or damaged, making it difficult for the large language model to recognize them; (3) Patients with severe mental disorders (e.g., depression, mania, epileptic seizures, schizophrenia, etc.); (4) Severe lack of clinical information. 2. Exclusion criteria for the prospective study: (1) Patients with severe mental disorders (e.g., depression, mania, epileptic seizures, schizophrenia, etc.); (2) Patients deemed by the investigator as unable to cooperate in completing the trial; (3) Information cannot be correctly read due to patient accent or poor recording quality; (4) Examination reports are obliterated or damaged, making it difficult for the large language model to recognize them.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Percentage score for each case's diagnostic and treatment task (range: 0–100 points); | — |
Secondary
| Measure | Time frame |
|---|---|
| Physician subjective satisfaction score with system use (range: 0–100 points);85% accuracy on the epilepsy medical record generation task; | — |
Countries
China
Contacts
Public ContactLin Yichong
Xuanwu Hospital Capital Medical University
Outcome results
None listed