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Research on the Construction and Clinical Application of an Intelligent Diagnosis Model for Clear Cell Renal Cell Carcinoma Based on Multi-modal Radiomics and Artificial Intelligence

Research on the Construction and Clinical Application of an Intelligent Diagnosis Model for Clear Cell Renal Cell Carcinoma Based on Multi-modal Radiomics and Artificial Intelligence

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600117234
Enrollment
Unknown
Registered
2026-01-21
Start date
2026-01-21
Completion date
Unknown
Last updated
2026-01-27

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Clear cell carcinoma of kidney

Interventions

Gold Standard:Pathology diagnosis results
Index test:The differentiation and diagnosis model for clear cell renal cell carcinoma based on multiphase enhanced CT and multiparametric MRI radiomics

Sponsors

JIN HUA MUNICIPALS CENTRAL HOSPITAL
Lead Sponsor

Eligibility

Sex/Gender
All
Age
20 Years to 90 Years

Inclusion criteria

Inclusion criteria: 1. No treatment such as surgery or radiotherapy was received before the examination; 2. The CT images included plain scan, cortical phase, and parenchymal phase images, while the MRI images included T2WI and DWI enhanced images, and the images were clear without artifacts; 3. The pathological diagnosis was clearly confirmed as ccRcc, and the grading was in accordance with the WHO/ISUP grading standard; 4. The clinical data were completed.

Exclusion criteria

Exclusion criteria: 1. The image is incomplete and of poor quality; 2. The pathological type is not ccRcc.

Design outcomes

Primary

MeasureTime frame
Accuracy;

Secondary

MeasureTime frame
Precision;F1 score;The area under the receiver operating characteristic curve (AUC);Sensitivity;Specificity;

Countries

China

Contacts

Public Contactyinjie

JIN HUA MUNICIPALS CENTRAL HOSPITAL

yinjieyangdaoling@163.com+86 579 8255 2825

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026