Utilizing Radiomics as Predictive Factor in Brain Metastasis Treated With Stereotactic Radiosurgery: Systematic Review and Radiomic Quality Assessment

Utilizing Radiomics as Predictive Factor in Brain Metastasis Treated With Stereotactic Radiosurgery: Systematic Review and Radiomic Quality Assessment

ABSTRACT Radiomics and machine learning (ML) are increasingly utilized to predict treatment response by uncovering latent information in medical images. This study systematically reviews radiomics studies on brain metastasis treated with stereotactic radiosurgery (SRS) and quantifies their radiomic...

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Bibliographic Details
Main Authors: Abdulrahman Umaru, Hanani Abdul Manan, Ramesh Kumar Athi Kumar, Siti Khadijah Hamsan, Noorazrul Yahya
Format: Article
Language:English
Published: Wiley 2025-04-01
Series:iRADIOLOGY
Subjects:
brain metastasis
deep learning
machine learning
MRI
predictive modeling
radiomics
Online Access:https://doi.org/10.1002/ird3.70007
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https://doi.org/10.1002/ird3.70007

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