Survival Prediction in Brain Metastasis Patients Treated with Stereotactic Radiosurgery: A Hybrid Machine Learning Approach

Survival Prediction in Brain Metastasis Patients Treated with Stereotactic Radiosurgery: A Hybrid Machine Learning Approach

Objectives: Accurate survival prediction for brain metastasis patients undergoing stereotactic radiotherapy (SRT) is crucial for personalized treatment planning and improving patient outcomes. This study aimed to develop a machine learning model to estimate survival times, providing clinicians with...

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Bibliographic Details
Main Authors: Tuğçe Öznacar, İpek Pınar Aral, Hatice Yağmur Zengin, Yılmaz Tezcan
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Brain Sciences
Subjects:
brain metastasis
survival prediction
machine learning
hybrid model
meta model
Online Access:https://www.mdpi.com/2076-3425/15/3/266
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