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CT-based Radiomics Model with Machine Learning for Predicting Primary Treatment Failure in Diffuse Large B-cell Lymphoma

Authors :
Santiago, Raoul
Jimenez, Johanna Ortiz
Forghani, Reza
Muthukrishnan, Nikesh
Corpo, Olivier Del
Karthigesu, Shairabi
Haider, Muhammad Yahya
Reinhold, Caroline
Assouline, Sarit
Source :
Translational Oncology; 20210101, Issue: Preprints
Publication Year :
2021

Abstract

•CT-based radiomics with machine learning classifier is able to accurately predict primary refractory diffuse large B cell lymphomas (DLBCL).•The radiomics model exhibits a better discrimination for refractory DLBCL identification compared to available standard clinical criteria.

Details

Language :
English
ISSN :
19447124 and 19365233
Issue :
Preprints
Database :
Supplemental Index
Journal :
Translational Oncology
Publication Type :
Periodical
Accession number :
ejs57239214
Full Text :
https://doi.org/10.1016/j.tranon.2021.101188