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Development of a Diagnostic Model for Noninvasive Screening of Renal Space-Occupying Lesions Based on Multimodal Intelligence Fusion

Development of a Diagnostic Model for Noninvasive Screening of Renal Space-Occupying Lesions Based on Multimodal Intelligence Fusion

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600119941
Enrollment
Unknown
Registered
2026-03-05
Start date
2026-03-05
Completion date
Unknown
Last updated
2026-03-09

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

Conditions

Renal Cell Carcinoma

Interventions

Gold Standard:Pathology Report of the Lesion
Index test:Based on non-contrast CT (NCCT), we aim to construct a generative artificial intelligence model (such as GAN/Diffusion Model) to generate synthetic contrast-enhanced CT. This will be integr

Sponsors

Southern Medical University Southern Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1.Voluntary provision of signed informed consent (Note: For individuals who have not visited the hospital after September 2024 and cannot be contacted, an exemption from obtaining informed consent will be applied for). 2.Age >= 18 years. 3.Presented at Nanfang Hospital, Southern Medical University between January 2020 and January 2028. 4.Underwent contrast-enhanced CT scan of the kidney. 5.For patients with renal space-occupying lesions, a definitive pathological diagnosis of the lesion is required.

Exclusion criteria

Exclusion criteria: 1.Patients with poor-quality imaging data. 2.Patients with missing or incomplete medical records. 3.Patients whose pathological results of the renal lesion indicate mixed pathology (e.g., coexistence of benign and malignant components). 4.Patients deemed unsuitable for participation in this study by the investigators.

Design outcomes

Primary

MeasureTime frame
AUC value;

Countries

China

Contacts

Public ContactZaosong Zheng

Southern Medical University Southern Hospital

zhengzaosong@smu.edu.cn+86 20 6278 7210

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Mar 14, 2026