Liver fibrosis classification based on transfer learning and FCNet for ultrasound images

D Meng, L Zhang, G Cao, W Cao, G Zhang, B Hu - Ieee Access, 2017 - ieeexplore.ieee.org
ultrasound images can be easily influenced by machine settings, the characteristics of
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. …

Classification of liver fibrosis from heterogeneous ultrasound image

Y Joo, HC Park, OJ Lee, C Yoon, MH Choi… - IEEE Access, 2023 - ieeexplore.ieee.org
… 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. …

Deep learning with ultrasonography: automated classification of liver fibrosis using a deep convolutional neural network

JH Lee, I Joo, TW Kang, YH Paik, DH Sinn, SY Ha… - European …, 2020 - Springer
… 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

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

Image processing pipeline for liver fibrosis classification using ultrasound shear wave elastography

LJ Brattain, A Ozturk, BA Telfer, M Dhyani… - Ultrasound in medicine …, 2020 - Elsevier
… 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

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 …

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 …

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 …

Classification algorithms for quantitative tissue characterization of diffuse liver disease from ultrasound images

YM Kadah, AA Farag, JM Zurada… - … on Medical Imaging, 1996 - ieeexplore.ieee.org
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. …