Deep learning for assessing liver fibrosis based on acoustic nonlinearity maps: an in vivo study of rabbits

This study aimed to assess liver fibrosis in rabbits by deep learning models based on acoustic nonlinearity maps. Injection of carbon tetrachloride was used to induce liver fibrosis. Acoustic nonlinearity maps, which were built by data of echo signals, were used as input data for deep learning model...

Full description

Bibliographic Details
Main Authors: Jinzhen Song, Hao Yin, Jianbo Huang, Zhenru Wu, Chenchen Wei, Tingting Qiu, Yan Luo
Format: Article
Language:English
Published: Taylor & Francis Group 2022-12-01
Series:Computer Assisted Surgery
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/24699322.2022.2063760