Hierarchical Diagnosis for Adult Diffuse Glioma Based on Deep Learning

Status Recruiting

Clinical Trial Summary

This is a restrospective study to establish a deep learning model based on multi-parametric magnetic resonance imaging scans to predict Grade, histopathologic type and genotype of adult diffuse Glioma.

Clinical Trial Description

Glioma is a common kind of tumor in central nervous system. The pre-operative prediction of grade, histopathologic type and genotype is important for treatment and management of Adult diffuse Glioma patients. Right now, most of the diagnostic prediction models on glioma are based on 2016 WHO central nervous system tumor guideline. The goal of this study is to establish a new deep learning model to predict Grade, histopathologic type and genotype of adult diffuse Glioma. We will recruit 500 patients with pathologically confirmed diagnosis of Glioblastoma, Astrocytoma and Oligodendroglioma who received neurologic surgery in our center. Each subject underwent pre-operative multi-parametric magnetic resonance imaging scans including T1WI, T2WI, T1CE, FLAIR and DWI. Pathologic diagnosis of each patient are available in pathology department. A deep learning based hierarchical diagnosis ;

Study Design

Related Conditions & MeSH terms

Clinical Trial Details

NCT number	NCT05624736
Study type	Observational
Source	The Affiliated Nanjing Drum Tower Hospital of Nanjing University Medical School
Contact	Xin Zhang, Master
Phone	13814066403
Email	zhangxin@njglyy.com
Status	Recruiting
Phase
Start date	November 20, 2022
Completion date	May 1, 2025

View Details

See also
Status	Clinical Trial	Phase
Active, not recruiting	`NCT05023551` - Study of DSP-0390 in Patients With Recurrent High-Grade Glioma	Early Phase 1
Recruiting	`NCT06059690` - Biologic Association Between Metabolic Magnetic Resonance-positron Emission Tomograph (MR-PET) and Tissue Measures of Glycolysis in Brain Tumors of Infiltrating Glioblastoma Cells	Phase 1/Phase 2
Recruiting	`NCT04116411` - A Clinical Trial Evaluating the Efficacy of Valganciclovir in Glioblastoma Patients	Phase 2
Terminated	`NCT01902771` - Dendritic Cell Vaccine Therapy With In Situ Maturation in Pediatric Brain Tumors	Phase 1
Recruiting	`NCT03175224` - APL-101 Study of Subjects With NSCLC With c-Met EXON 14 Skip Mutations and c-Met Dysregulation Advanced Solid Tumors	Phase 2
Completed	`NCT02386826` - INC280 Combined With Bevacizumab in Patients With Glioblastoma Multiforme	Phase 1
Completed	`NCT00038493` - Temozolomide and SCH66336 for Recurrent Glioblastoma Multiforme	Phase 2
Withdrawn	`NCT03980249` - Anti-Cancer Effects of Carvedilol With Standard Treatment in Glioblastoma and Response of Peripheral Glioma Circulating Tumor Cells	Early Phase 1
Recruiting	`NCT01923922` - CT Perfusion in the Prognostication of Cerebral High Grade Glioma	N/A
Completed	`NCT01956734` - Virus DNX2401 and Temozolomide in Recurrent Glioblastoma	Phase 1
Suspended	`NCT01386710` - Repeated Super-selective Intraarterial Cerebral Infusion Of Bevacizumab Plus Carboplatin For Treatment Of Relapsed/Refractory GBM And Anaplastic Astrocytoma	Phase 1/Phase 2
Completed	`NCT01301430` - Parvovirus H-1 (ParvOryx) in Patients With Progressive Primary or Recurrent Glioblastoma Multiforme.	Phase 1/Phase 2
Completed	`NCT01402063` - PPX and Concurrent Radiation for Newly Diagnosed Glioblastoma Without MGMT Methylation	Phase 2
Active, not recruiting	`NCT00995007` - A Randomized Phase II Trial of Vandetanib (ZD6474) in Combination With Carboplatin Versus Carboplatin Alone Followed by Vandetanib Alone in Adults With Recurrent High-Grade Gliomas	Phase 2
Terminated	`NCT00990496` - A Study Using Allogenic-Cytomegalovirus (CMV) Specific Cells for Glioblastoma Multiforme (GBM)	Phase 1
Terminated	`NCT01044966` - A Study of Intraventricular Liposomal Encapsulated Ara-C (DepoCyt) in Patients With Recurrent Glioblastoma	Phase 1/Phase 2
Completed	`NCT00402116` - Phase 1/2 Study of Enzastaurin in Newly Diagnosed Glioblastoma Multiforme (GBM) and Gliosarcoma (GS) Patients	Phase 1/Phase 2
Completed	`NCT00112502` - Temozolomide Alone or in Combination With Thalidomide and/or Isotretinoin and/or Celecoxib in Treating Patients Who Have Undergone Radiation Therapy for Glioblastoma Multiforme	Phase 2
Completed	`NCT00504660` - 6-TG, Capecitabine and Celecoxib Plus TMZ or CCNU for Anaplastic Glioma Patients	Phase 2
Recruiting	`NCT05366179` - Autologous CAR-T Cells Targeting B7-H3 in Recurrent or Refractory GBM CAR.B7-H3Tc	Phase 1