2024
DOI: 10.21203/rs.3.rs-4329637/v1
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Hepatocellular carcinoma and focal nodular hyperplasia showing iso- or hyperintensity in the hepatobiliary phase: differentiation using Gd-EOB-DTPA enhanced MRI radiomics and deep learning features

Haoyu Mao,
Binqing Shen,
Tao Zhang
et al.

Abstract: Background To develop and validate radiomics and deep learning models based on Gd-EOB-DTPA enhanced MRI for differentiation between hepatocellular carcinoma (HCC) and focal nodular hyperplasia (FNH) showing iso- or hyperintensity in the hepatobiliary phase (HBP).Methods 112 patients from three hospitals were collected totally. 84 patients from hospital a and b with 54 HCCs and 30 FNHs randomly divided into a training cohort (n = 59: 38 HCC; 21 FNH) and an internal validation cohort (n = 25: 16 HCC; 9 FNH). A t… Show more

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