Clinical trial · Observational
Computer Aided Diagnostic Tool on Computed Tomography Images for Diagnosis of Retroperitoneal Tumor in Children
NCT05179850CI-TRIAL-00056046unknownClinicalTrials.gov clinicaltrialsProvenance
- Source
- ClinicalTrials.gov
- Retrieved
- Sep 8, 2026
- Layer
- normalized (units and labels harmonized; values unchanged)
- Run
- ING-CLINICALTRIALS-20260908-000001
Summary
Brief summary (as posted)
The aim of this study was to evaluate the diagnostic efficacy of computer aided diagnostic tool for retroperitoneal tumor using machine learning and deep learning techniques on computed tomography images in children.
Conditions
Conditions (6)
Free-text conditions as registered, with the CancerIndex entity they were reconciled to and the match type.
| Condition (as posted) | Mapped entity | Match | Confidence |
|---|---|---|---|
| Germ Cell Tumor | Germ Cell Tumor | ONTOLOGY_EXACT | 0.90 |
| Lymphoma | Lymphoma | ONTOLOGY_EXACT | 0.90 |
| Neuroblastoma | Neuroblastoma | ONTOLOGY_EXACT | 0.90 |
| Sarcoma | Sarcoma | ONTOLOGY_EXACT | 0.98 |
| Teratoma | Teratoma | ONTOLOGY_EXACT | 0.90 |
| Wilms' Tumor | Wilms Tumor | ONTOLOGY_EXACT | 0.90 |
Interventions
Interventions (1)
| Intervention | Type | Mapped drug | Match |
|---|---|---|---|
| Radiomic Algorithm | Diagnostic Test | — | UNRESOLVED |
Design
Arms and outcomes
Arms (2)
- label
- Retrospective cohort
- description
- The internal cohort was retrospectively enrolled in West China Hospital, Sichuan University from June 2010 and December 2020. It is a training and internal validation cohort.
- interventionNames
- Diagnostic Test: Radiomic Algorithm
- label
- Prospective cohort
- description
- The same inclusion/exclusion criteria were applied for the same center prospectively. It is a external validation cohort.
- interventionNames
- Diagnostic Test: Radiomic Algorithm
Primary outcomes (1)
- measure
- Pathological tumor diagnosis
- timeFrame
- Baseline
- description
- The diagnosis is defined by histopathological specimens from surgery and/or biopsy.
Eligibility
Eligibility (as posted)
- Sex
- All
- Minimum age
- 0 Years
- Maximum age
- 18 Years
Show eligibility criteria text
Inclusion Criteria: * Age up to 18 years old * Receiving no treatment before diagnosis * With written informed consent Exclusion Criteria: * Clinical data missing * Unavailable computed tomography images * Without written informed consent
References
Publications (0)
Data not yet available
No reference posted for this study.