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• W4313200320 abstract "Abstract Background Texture analysis derived from computed tomography (CT) can provide clinically relevant imaging biomarkers. Node-RADS is a recently proposed classification to categorize lymph nodes in radiological images. The present study sought to investigate the diagnostic abilities of CT texture analysis and Node-RADS to discriminate benign from malignant mediastinal lymph nodes in patients with lung cancer. Methods Ninety-one patients ( n = 32 females, 35%) with a mean age of 64.8 ± 10.8 years were included in this retrospective study. Texture analysis was performed using the free available Mazda software. All lymph nodes were scored accordingly to the Node-RADS classification. All primary tumors and all investigated mediastinal lymph nodes were histopathologically confirmed during clinical workup. Results In discrimination analysis, Node-RADS score showed statistically significant differences between N0 and N1-3 ( p < 0.001). Multiple texture features were different between benign and malignant lymph nodes: S(1,0)AngScMom, S(1,0)SumEntrp, S(1,0)Entropy, S(0,1)SumAverg. Correlation analysis revealed positive associations between the texture features with Node-RADS score: S(4,0)Entropy ( r = 0.72, p < 0.001), S(3,0) Entropy ( r = 0.72, p < 0.001), S(2,2)Entropy ( r = 0.72, p < 0.001). Conclusions Several texture features and Node-RADS derived from CT were associated with the malignancy of mediastinal lymph nodes and might therefore be helpful for discrimination purposes. Both of the two quantitative assessments could be translated and used in clinical routine." @default.
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• W4313200320 date "2022-12-26" @default.
• W4313200320 modified "2023-10-10" @default.
• W4313200320 title "CT texture analysis and node-RADS CT score of mediastinal lymph nodes - diagnostic performance in lung cancer patients" @default.
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• W4313200320 doi "https://doi.org/10.1186/s40644-022-00506-x" @default.
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