Multi-Center Registry Cohort Study on Prognostic Factors and Prediction Model Construction in Aneurysmal SAH

RecruitingOBSERVATIONAL
Enrollment

5,000

Participants

Timeline

Start Date

October 1, 2018

Primary Completion Date

December 30, 2028

Study Completion Date

December 30, 2029

Conditions
Aneurysmal Subarachnoid Hemorrhage
Interventions
DIAGNOSTIC_TEST

Machine Leaning Models

"Area Under the Curve (ROC): Measures the overall performance of the model across all classification thresholds. A higher AUC value indicates better performance.~Accuracy: The proportion of correctly predicted outcomes (both positive and negative) out of all predictions made.~Precision (Positive Predictive Value, PPV): The proportion of correctly predicted positive outcomes out of all predicted positive outcomes.~Sensitivity (True Positive Rate, TPR): The proportion of actual positive outcomes that are correctly identified by the model.~Specificity (True Negative Rate, TNR): The proportion of actual negative outcomes that are correctly identified by the model."

Trial Locations (1)

330006

RECRUITING

The Second Affiliated Hospital of Nanchang University, Nanchang

All Listed Sponsors
collaborator

Panzhihua Central Hospital

OTHER

collaborator

Zhujiang Hospital

OTHER

collaborator

Southwest Hospital, China

OTHER

collaborator

Renmin Hospital of Wuhan University

OTHER

lead

Second Affiliated Hospital of Nanchang University

OTHER