Liver fibrosis classification based on transfer learning and FCNet for ultrasound images
… ultrasound images can be easily influenced by machine settings, the characteristics of
ultrasonic waves, the interactions between ultrasound … a novel liver fibrosis classification method …
ultrasonic waves, the interactions between ultrasound … a novel liver fibrosis classification method …
Liver fibrosis grade classification with B-mode ultrasound
WC Yeh, SW Huang, PC Li - Ultrasound in medicine & biology, 2003 - Elsevier
… -mode ultrasonic imaging has been used to investigate liver … As well as examining the
B-mode image features and elastic … ultrasonic techniques for diagnosing liver fibrosis status. …
B-mode image features and elastic … ultrasonic techniques for diagnosing liver fibrosis status. …
Classification of liver fibrosis from heterogeneous ultrasound image
… the accuracy of fatty liver disease classification using ultrasound images. They validated fatty
… diagnosis of liver fibrosis, METAVIR scores were used to classify the status of US images. …
… diagnosis of liver fibrosis, METAVIR scores were used to classify the status of US images. …
Deep learning with ultrasonography: automated classification of liver fibrosis using a deep convolutional neural network
… be a more convenient alternative for assessing liver fibrosis, given the widespread use of
US… to classify the degree of liver fibrosis according to the METAVIR score using US images …
US… to classify the degree of liver fibrosis according to the METAVIR score using US images …
Liver fibrosis identification based on ultrasound images captured under varied imaging protocols
G Cao, P Shi, B Hu - Journal of Zhejiang University-SCIENCE B, 2005 - Springer
… classification result indicates liver fibrosis while the true diagnosis is indeed a normal … all
ultrasonic images are acquired from right livers through ESAOTE SPA TECHNOS n'x ultrasound …
ultrasonic images are acquired from right livers through ESAOTE SPA TECHNOS n'x ultrasound …
Image processing pipeline for liver fibrosis classification using ultrasound shear wave elastography
… classifying liver fibrosis stage ≥F2 based on ultrasound shear … each of eight or more SWE
images, computing the mean tissue … The 527-subject database consisted of 5526 SWE images …
images, computing the mean tissue … The 527-subject database consisted of 5526 SWE images …
Liver fibrosis identification based on ultrasound images
G Cao, P Shi, B Hu - 2005 IEEE Engineering in Medicine and …, 2006 - ieeexplore.ieee.org
… the liver fibrosis from the healthy ultrasound images captured in varied imaging conditions.
… the probability that the classification result indicates a liver fibrosis while the true diagnosis …
… the probability that the classification result indicates a liver fibrosis while the true diagnosis …
Texture analysis and classification of ultrasound liver images
S Gao, Y Peng, H Guo, W Liu, T Gao… - Bio-medical materials …, 2014 - content.iospress.com
… Selecting regions of interest (ROI) from ultrasonic images was under the guidance of liver
disease doctors. The ROI selection in the experiment followed the following principles: 1) The …
disease doctors. The ROI selection in the experiment followed the following principles: 1) The …
Automated detection and classification of liver fibrosis stages using contourlet transform and nonlinear features
UR Acharya, U Raghavendra, JEW Koh… - Computer methods and …, 2018 - Elsevier
… In order to validate our proposed liver fibrosis classification technique, we have collected
a total of 762 ultrasound images from 236 patients (120 males, 116 females, aged 55.4 ± 9.7 …
a total of 762 ultrasound images from 236 patients (120 males, 116 females, aged 55.4 ± 9.7 …
Classification algorithms for quantitative tissue characterization of diffuse liver disease from ultrasound images
… ultrasound images used in this research were obtained by a Kretz-320 mechanical sector
scanner ultrasound … to capture 512 x 512 image frames with gray level resolution of 8 blpixel. …
scanner ultrasound … to capture 512 x 512 image frames with gray level resolution of 8 blpixel. …
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