Radiomics in liver diseases: Current progress and future opportunities
J Wei, H Jiang, D Gu, M Niu, F Fu, Y Han… - Liver …, 2020 - Wiley Online Library
… Radiomics analysis permits accurate prediction of prognosis and effective diverse therapy
evaluation. Several studies were conducted for hepatic resection evaluation, and one study …
evaluation. Several studies were conducted for hepatic resection evaluation, and one study …
Accuracy of radiomics for differentiating diffuse liver diseases on non-contrast CT
… learning-based radiomics enables accurate differentiation of diffuse liver diseases from a
single section of non-contrast abdominal CT. The high accuracy of radiomics coupled with …
single section of non-contrast abdominal CT. The high accuracy of radiomics coupled with …
Radiomics and deep learning in liver diseases
YS Sung, B Park, HJ Park… - Journal of gastroenterology …, 2021 - Wiley Online Library
… of radiomics and deep learning, the potential applications of these techniques in liver diseases,
… In their study, radiomics fibrosis index showed a high accuracy (area under the receiver …
… In their study, radiomics fibrosis index showed a high accuracy (area under the receiver …
An update on radiomics techniques in primary liver cancers
… They demonstrated that the overall accuracy for the classification of the five main types of
focal liver disease is 0.77. Sensitivity / specificity is 0.80/0.78, 0.93/0.93, 0.84/0.82, 0.73/0.56 …
focal liver disease is 0.77. Sensitivity / specificity is 0.80/0.78, 0.93/0.93, 0.84/0.82, 0.73/0.56 …
Comparing radiomics models with different inputs for accurate diagnosis of significant fibrosis in chronic liver disease
X Lu, H Zhou, K Wang, J Jin, F Meng, X Mu, S Li… - European …, 2021 - Springer
… biases would impact the accuracy, which should be considered for radiomics model design.
… the best radiomics model for staging liver fibrosis by using elastography images, liver …
… the best radiomics model for staging liver fibrosis by using elastography images, liver …
Radiomics based on artificial intelligence in liver diseases: where are we?
W Hu, H Yang, H Xu, Y Mao - Gastroenterology Report, 2020 - academic.oup.com
… will result in higher accuracy than actuality and thus need further external validation. Future,
with the aid of radiomics, it is possible to recognize benign liver lesions like FNH precisely …
with the aid of radiomics, it is possible to recognize benign liver lesions like FNH precisely …
Radiomics of liver metastases: a systematic review
… For many tumors, radiomic analyses have already provided an accurate evaluation of biology,
allowing the identification of indices correlated with clinical outcomes [28,29,30,31]. In LM, …
allowing the identification of indices correlated with clinical outcomes [28,29,30,31]. In LM, …
Role of radiomics in staging liver fibrosis: a meta-analysis
X Wang, X Zhang - BMC Medical Imaging, 2024 - Springer
… in chronic liver disease. This study evaluates the role of radiomics in staging liver fibrosis. …
This meta-analysis found that radiomics exhibits high accuracy in diagnosing and staging …
This meta-analysis found that radiomics exhibits high accuracy in diagnosing and staging …
Radiomics Approaches for Predicting Liver Fibrosis With Nonenhanced T1‐Weighted Imaging: Comparison of Different Radiomics Models
M Ni, L Wang, H Yu, X Wen, Y Yang… - Journal of Magnetic …, 2021 - Wiley Online Library
… from chronic liver diseases, including chronic virus hepatitis, fatty liver … the radiomics analysis
of gadoxetic acid-enhanced MRI could accurately diagnose liver fibrosis with the radiomics …
of gadoxetic acid-enhanced MRI could accurately diagnose liver fibrosis with the radiomics …
Systematic review: radiomics for the diagnosis and prognosis of hepatocellular carcinoma
E Harding‐Theobald, J Louissaint… - Alimentary …, 2021 - Wiley Online Library
… In this systematic review, we aimed to evaluate the role of radiomic tools for diagnosis and
… more sophisticated and accurate radiomic based models. Ultimately, radiomic models may …
… more sophisticated and accurate radiomic based models. Ultimately, radiomic models may …
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