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.

Published: 4 September 2024| Version 1 | DOI: 10.17632/wjymt77cs7.1
Contributors:
Abdulrahman Umaru,
,
,
,

Description

this data contains the radiomics features extracted from 30 patients using LifeX using different bin size and numbers, four different filters were applied also to determine the impact of intensity descrtitisation and filters on radiomics and machine learning learning model.

Files

Steps to reproduce

the features were extracted using LifeX from brain metastasis and cleaned using python

Institutions

Universiti Kebangsaan Malaysia

Categories

Brain Metastasis, Radiomics

Licence