… In this paper, all ultrasonic images are acquired from right livers through ESAOTE SPA
TECHNOS n'x ultrasound scanner with different transducer frequency at Shanghai Sixth Hospital. …

… They are all captured from ESAOTE SPA TECHNOSMPX ultrasound … of fibrosis identification
in different imaging conditions, the emission frequency is 2.5, 3.5, 4.5, or 7 MHz, imaging …

… ultrasound images, including 79 healthy liver ROI images, 89 ROI images representing
early-stage liver fibrosis, … Hu, ‘‘Liver fibrosis identification based on ultrasound images captured …

… -invasive detection and evaluation of liver cirrhosis now has … , ultrasound imaging, and
magnetic resonance imaging … detection and assessment of liver fibrosis is that liver fibrosis can be …

… edge have low sensitivity and specificity for the detection of early stages of liver fibrosis.
Although the specificities are moderately high, the negative predictive values are less than 50%, …

… images vary with different imaging instruments and parameters; hence, these techniques
cannot obtain high accuracy for liver fibrosis detection and … signals through ultrasonic spectrum …

… study is to identify ultrasound descriptors and achieve a staging of hepatic fibrosis with non-…
as an alternative and a support to the ultrasound elastography examination. meTHOdS: This …

… Staging liver fibrosis is important for several reasons: in chronic viral disease, identification
of the severity of the liver damage is necessary in order to allow a timely treatment start to …

… approach using the CT, entropy features combined with LSDA feature reduction method is
proposed in this work to automatically identify normal, FLD and cirrhotic liver using ultrasound …

… classification and recognition effect in the analysis of ultrasound images of liver fibrosis and
… the severity of liver fibrosis, allowing for complete liver fibrosis prevention and therapy [34]. …