Ignite Creation Date:
2024-05-06 @ 2:06 PM
Last Modification Date:
2024-10-26 @ 1:25 PM
Study NCT ID:
NCT04215211
Status:
RECRUITING
Last Update Posted:
2021-02-08
First Post:
2019-12-30
Brief Title:
MR Based Survival Prediction of Glioma Patients Using Artificial Intelligence
Sponsor:
The First Affiliated Hospital of Zhengzhou University
Organization:
The First Affiliated Hospital of Zhengzhou University
Study Overview
Official Title:
MR Based Survival Prediction of Patients With Primary Glioma Ssing Deep Learning or Machine Learning
Status:
RECRUITING
Status Verified Date:
2021-02
Last Known Status:
None
Delayed Posting:
No
If Stopped, Why?:
Not Stopped
Has Expanded Access:
False
If Expanded Access, NCT#:
N/A
Has Expanded Access, NCT# Status:
N/A
Acronym:
None
Brief Summary:
This registry aims to collect clinical molecular and radiologic data including detailed survival data clinical parameters molecular pathology 1p19q codeletion MGMT methylation IDH and TERTp mutations etc and conventionaladvancednew MR sequences T1 T1c T2 FLAIR ADC DTI PWI etc of patients with primary gliomas By leveraging artificial intelligence this registry will seek to construct and refine algorithms that able to predict patients survivals in the frame of molecular pathology or subgroups of gliomas
Detailed Description:
Non-invasive and precise prediction for survivals of glioma patients is challenging With the development of artificial intelligence much more potential lies in the preoperative conventionaladvanced MR imaging T1 weighted imaging T2 weighted imaging FLAIR contrast-enhanced T1 weighted imaging diffusion-weighted imaging and perfusion imaging could be excavated to aid prediction of patients prognosis in the frame of molecular pathology of gliomas The creation of a registry for primary glioma with detailed survival data molecular pathology radiological data and with sufficient sample size for deep learning 1000 provides opportunities for personalized prediction of survival of glioma patients with non-invasiveness and precision
Study Oversight
Has Oversight DMC:
None
Is a FDA Regulated Drug?:
False
Is a FDA Regulated Device?:
False
Is an Unapproved Device?:
None
Is a PPSD?:
None
Is a US Export?:
None
Is an FDA AA801 Violation?:
None