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Explainable ML/AI Model for Estimating Postoperative Survival in Renal Cell Carcinoma Brain Metastasis Patients
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DOI：10.1093/noajnl/vdag140.png)
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Abstract
En 中文
Brain metastases (BM) from renal cell carcinoma (RCC) are associated with poor prognosis and limited survival. Prognostic tools specific to patients with RCC undergoing surgical resection of BM are lacking, and current models do not incorporate advanced machine learning (ML) approaches. This study aimed to develop and validate an ML-based model to predict overall survival (OS) after BM resection in RCC.
Keywords:
Renal cell carcinoma
Brain metastases
Machine learning
Survival prediction
Surgical resection
Journal
N
IF:
4.1
Papers:
1.5K
Citations:
3.2K
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Cited Papers