Kidney cancer
Conditions
Interventions
Gold Standard:The gold standard in this study is an expert consensus diagnosis based on postoperative pathological specimens.
Index test:The index test in this study is the "RenalPath: a foundational model for renal pathology". This model is an artificial intelligence-powered software for. Its core function is to perform ful
Sponsors
Zhongshan Hospital, Fudan University
Eligibility
Sex/Gender
All
Age
18 Years to 80 Years
Inclusion criteria
Inclusion criteria: 1. Age between 18 and 80 years (inclusive); 2. Underwent partial nephrectomy or radical nephrectomy at the participating centers (Zhongshan Hospital Affiliated to Fudan University, Qilu Hospital of Shandong University, Linyi People's Hospital, Xiamen Branch of Zhongshan Hospital Affiliated to Fudan University); 3. Postoperative histopathological confirmation of renal cell carcinoma; 4. Availability of HE-stained pathological sections that meet quality standards
Exclusion criteria
Exclusion criteria: 1. Received neoadjuvant therapy such as targeted therapy, immunotherapy, radiotherapy, or chemotherapy before surgery; 2. Received interventional embolization therapy before surgery; 3. Metastatic renal cell carcinoma with non-renal primary lesions; 4. Severe technical defects in HE sections; 5. Failure of digital scanning; 6. Missing key baseline data, such as pathological reports, etc.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Area Under the Receiver Operating Characteristic Curve, AUC-ROC; sensitivity ;specificity ; accuracy; | — |
Countries
China
Contacts
Public ContactJianming Guo
Zhongshan Hospital, Fudan University
Outcome results
None listed