A biomarker basing on radiomics for the prediction of overall survival in non–small cell lung cancer...
A biomarker basing on radiomics for the prediction of overall survival in non–small cell lung cancer patients
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Author / Creator
He, Bo , Zhao, Wei , Pi, Jiang-Yuan , Han, Dan , Jiang, Yuan-Ming , Zhang, Zhen-Guang and Zhao, Wei
Publisher
England: BioMed Central
Journal title
Language
English
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Publication information
Publisher
England: BioMed Central
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Scope and Contents
Contents
This study aimed at predicting the survival status on non-small cell lung cancer patients with the phenotypic radiomics features obtained from the CT images.
A total of 186 patients' CT images were used for feature extraction via Pyradiomics. The minority group was balanced via SMOTE method. The final dataset was randomized into training set (n...
Alternative Titles
Full title
A biomarker basing on radiomics for the prediction of overall survival in non–small cell lung cancer patients
Authors, Artists and Contributors
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_ffc8cc709aae41e2a04a09d8ed198a69
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_ffc8cc709aae41e2a04a09d8ed198a69
Other Identifiers
ISSN
1465-993X,1465-9921
E-ISSN
1465-993X,1465-9921
DOI
10.1186/s12931-018-0887-8
