Multicenter Prospective Study on MRI AI Model for Midline Glioma Subtyping and Prognosis:
Application of MRI-Based Artificial Intelligence Models for Preoperative Molecular Subtyping and Prognostic Assessment of Midline Gliomas: A Multicenter Prospective Clinical Study
1 other identifier
observational
500
1 country
1
Brief 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.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started May 2026
Longer than P75 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
May 7, 2026
CompletedStudy Start
First participant enrolled
May 10, 2026
CompletedFirst Posted
Study publicly available on registry
May 27, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 31, 2030
ExpectedStudy Completion
Last participant's last visit for all outcomes
December 31, 2030
May 27, 2026
April 1, 2026
4.6 years
May 7, 2026
May 25, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Diagnostic accuracy for midline glioma molecular subtypes
Model predictions compared with postoperative histopathology and molecular testing (gold standard). Performance metrics include AUC, F1 score, sensitivity, specificity, and accuracy.
Perioperative
Eligibility Criteria
Patients with diffuse gliomas located in the intracranial midline.
You may qualify if:
- Patients with diffuse gliomas were pathologically and molecularly diagnosed.
- The clinical case data of all patients were complete.
- Patients underwent preoperative MRI examination.
You may not qualify if:
- The tumor is not located in the intracranial midline.
- Cases in which MRI were incomplete or with significant noise and artifacts.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Xiangya Hospital of Central South University
Changsha, Hunan, 410008, China
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- CASE ONLY
- Time Perspective
- PROSPECTIVE
- Target Duration
- 3 Years
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Associate Consultant
Study Record Dates
First Submitted
May 7, 2026
First Posted
May 27, 2026
Study Start
May 10, 2026
Primary Completion (Estimated)
December 31, 2030
Study Completion (Estimated)
December 31, 2030
Last Updated
May 27, 2026
Record last verified: 2026-04
Data Sharing
- IPD Sharing
- Will not share