Machine learning-based prediction model for brain metastasis in patients with extensive-stage small cell lung cancer

Machine learning-based prediction model for brain metastasis in patients with extensive-stage small cell lung cancer

Abstract Brain metastases (BMs) in extensive-stage small cell lung cancer (ES-SCLC) are often associated with poor survival rates and quality of life, making the timely identification of high-risk patients for BMs in ES-SCLC crucial. Patients diagnosed with ES-SCLC between 2010 and 2018 were screene...

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Bibliographic Details
Main Authors: Erha Munai, Siwei Zeng, Ze Yuan, Dingyi Yang, Yong Jiang, Qiang Wang, Yongzhong Wu, Yunyun Zhang, Dan Tao
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Machine learning
Random Forest
Extensive-stage small cell lung cancer
Brain metastasis
Online Access:https://doi.org/10.1038/s41598-024-80425-y
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