The impact of intensity discretisation and filtration on the performance of the radiomic and machine learning models in brain metastasis patients treated with gamma knife radiosurgery.
Journal:
Radiography (London, England : 1995)
Published Date:
Jun 25, 2025
Abstract
INTRODUCTION: Image preprocessing is crucial for optimizing radiomics feature extraction, however, inconsistencies in the implementation process and a lack of universally accepted methods lead to diverse approaches. This study evaluates the impact of radiomics and machine learning (ML) performance in brain metastasis.
Authors
Keywords
No keywords available for this article.