Accuracy of radiomics for differentiating diffuse liver diseases on non-contrast CT
Purpose Radiomics help move cross-sectional imaging into the domain of quantitative
imaging to assess the lesions, their stoma as well as in their temporal monitoring. We …
imaging to assess the lesions, their stoma as well as in their temporal monitoring. We …
Radiomics and liver: Where we are and where we are headed?
C Maino, F Vernuccio, R Cannella, PN Franco… - European Journal of …, 2024 - Elsevier
Hepatic diffuse conditions and focal liver lesions represent two of the most common
scenarios to face in everyday radiological clinical practice. Thanks to the advances in …
scenarios to face in everyday radiological clinical practice. Thanks to the advances in …
Radiomics in CT and MR imaging of the liver and pancreas: tools with potential for clinical application
Radiomics allows the extraction of quantitative imaging features from clinical magnetic
resonance imaging (MRI) and computerized tomography (CT) studies. The advantages of …
resonance imaging (MRI) and computerized tomography (CT) studies. The advantages of …
Harmonization of radiomic feature variability resulting from differences in CT image acquisition and reconstruction: assessment in a cadaveric liver
JJ Foy, HA Al-Hallaq, V Grekoski, T Tran… - Physics in Medicine …, 2020 - iopscience.iop.org
Studies investigating the effects of computed tomography (CT) image acquisition and
reconstruction parameters have mostly been limited to non-human phantoms to limit …
reconstruction parameters have mostly been limited to non-human phantoms to limit …
Radiomics analysis of contrast-enhanced CT for classification of hepatic focal lesions in colorectal cancer patients: its limitations compared to radiologists
Objective To evaluate diagnostic performance of a radiomics model for classifying hepatic
cyst, hemangioma, and metastasis in patients with colorectal cancer (CRC) from portal …
cyst, hemangioma, and metastasis in patients with colorectal cancer (CRC) from portal …
[HTML][HTML] Automated Assessment of T2-Weighted MRI to Differentiate Malignant and Benign Primary Solid Liver Lesions in Noncirrhotic Livers Using Radiomics
MPA Starmans, RL Miclea, V Vilgrain, M Ronot… - Academic radiology, 2024 - Elsevier
Rationale and Objectives Distinguishing malignant from benign liver lesions based on
magnetic resonance imaging (MRI) is an important but often challenging task, especially in …
magnetic resonance imaging (MRI) is an important but often challenging task, especially in …
[HTML][HTML] A radiomics-based model on non-contrast CT for predicting cirrhosis: make the most of image data
JC Wang, R Fu, XW Tao, YF Mao, F Wang… - Biomarker …, 2020 - Springer
Background To establish and validate a radiomics-based model for predicting liver cirrhosis
in patients with hepatitis B virus (HBV) by using non-contrast computed tomography (CT) …
in patients with hepatitis B virus (HBV) by using non-contrast computed tomography (CT) …
[HTML][HTML] Focal Lesions of the Liver and Radiomics: What Do We Know?
M Anichini, A Galluzzo, G Danti, G Grazzini, S Pradella… - Diagnostics, 2023 - mdpi.com
Despite differences in pathological analysis, focal liver lesions are not always
distinguishable in contrast-enhanced magnetic resonance imaging (MRI), contrast …
distinguishable in contrast-enhanced magnetic resonance imaging (MRI), contrast …
Radiomics of hepatocellular carcinoma
The diagnosis of hepatocellular carcinoma relies largely on non-invasive imaging, and is
well suited for radiomics analysis. Radiomics is an emerging method for quantification of …
well suited for radiomics analysis. Radiomics is an emerging method for quantification of …
Cirrhosis and LI-RADS
Chronic liver disease, irrespective of cause, can eventually lead to cirrhosis, which is the
primary risk factor for developing hepatocellular carcinoma (HCC). In patients with cirrhosis …
primary risk factor for developing hepatocellular carcinoma (HCC). In patients with cirrhosis …