Texture Analysis on MRI Images of Non-Hodgkin Lymphoma
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General Medicine
Medical Informatics
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The aim here is to show that texture parameters of magnetic resonance imaging (MRI) data changes in lymphoma tissue during chemotherapy. Ten patients having non-Hodgkin lymphoma masses in the abdomen were imaged for chemotherapy response evaluation three consecutive times. The analysis was performed with MaZda texture analysis (TA) application. The best discrimination in lymphoma MRI texture was obtained within T2-weighted images between the pre-treatment and the second response evaluation stage. TA proved to be a promising quantitative means of representing lymphoma tissue changes during medication follow-up.
Zhou K, Liu Z, He W, Cai J, Hu L Ther Innov Regul Sci. 2022; 56(4):561-571.
PMID: 35344200 DOI: 10.1007/s43441-021-00373-x.
Current status and quality of radiomics studies in lymphoma: a systematic review.
Wang H, Zhou Y, Li L, Hou W, Ma X, Tian R Eur Radiol. 2020; 30(11):6228-6240.
PMID: 32472274 DOI: 10.1007/s00330-020-06927-1.
Obuchowicz R, Piorkowski A, Urbanik A, Strzelecki M Biomed Res Int. 2019; 2019:3706581.
PMID: 31828100 PMC: 6886329. DOI: 10.1155/2019/3706581.
Li Z, Han C, Wang L, Zhu J, Yin Y, Li B Front Oncol. 2019; 9:1057.
PMID: 31681593 PMC: 6811607. DOI: 10.3389/fonc.2019.01057.
Role of texture analysis in breast MRI as a cancer biomarker: A review.
Chitalia R, Kontos D J Magn Reson Imaging. 2018; 49(4):927-938.
PMID: 30390383 PMC: 7077754. DOI: 10.1002/jmri.26556.