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

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.

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Bibliographische Detailangaben
Hauptverfasser: Umaru, Abdulrahman, Abdul Manan, Hanani, KAK, Ramesh, Hamsan, Siti Khadija, Azmie Yahya, Noorazrul
Format: Dataset
Sprache:eng
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Zusammenfassung: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.
DOI:10.17632/wjymt77cs7