Multicenter Prospective Study on MRI AI Model for Midline Glioma Subtyping and Prognosis:
Condition(s) studied
Study summary
A vision-language model using preoperative MRI and clinical variables has been developed to simultaneously predict three key molecular markers in midline gliomas: H3K27M, IDH, and 1p/19q. This prospective multicenter study will validate the model's accuracy in preoperative molecular subtyping and its value in prognostic assessment and clinical decision-making across multiple neurosurgical centers.
Eligibility
Primary outcome measure(s)
- Diagnostic accuracy for midline glioma molecular subtypes — Perioperative
Model predictions compared with postoperative histopathology and molecular testing (gold standard). Performance metrics include AUC, F1 score, sensitivity, specificity, and accuracy.
Trial sites (1)
| Facility | City | Region | Status |
|---|---|---|---|
| Xiangya Hospital of Central South University | Changsha | Hunan | Recruiting |
More Xiangya Hospital of Central South University trials in China
Other trials for the same condition
This page summarises publicly available registry data for informational purposes — not medical advice. Eligibility is determined by each study team; patients should discuss participation with their clinician.
View NCT07608003 on ClinicalTrials.gov ↗ ← All trials in China