A model based on clinico-biochemical characteristics and deep learning features from MR images for assessing necroinflammatory activity in chronic hepatitis B

Shuaitong Zhang; Zhiyuan Chen; Jingwei Wei; Xiaoling Chi; Dongjing Zhou; Shuman Ouyang; Jing Peng; Huanming Xiao; Jie Tian; Yupin Liu

doi:10.1111/jvh.13578

A model based on clinico-biochemical characteristics and deep learning features from MR images for assessing necroinflammatory activity in chronic hepatitis B

Shuaitong Zhang
, Zhiyuan Chen
, Jingwei Wei
, Xiaoling Chi
, Dongjing Zhou
, Shuman Ouyang
, Jing Peng
, Huanming Xiao
, Jie Tian^*
, Yupin Liu^*

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Original language	English
Pages (from-to)	1656-1659
Number of pages	4
Journal	Journal of Viral Hepatitis
Volume	28
Issue number	11
DOIs	https://doi.org/10.1111/jvh.13578
Publication status	Published - Nov 2021
Externally published	Yes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Machine learning
chronic hepatitis B
deep learning
liver disease
necroinflammatory activity

Access to Document

10.1111/jvh.13578

Cite this

@article{bb8e2ff702004c569c2baca608d7ae3b,

title = "A model based on clinico-biochemical characteristics and deep learning features from MR images for assessing necroinflammatory activity in chronic hepatitis B",

keywords = "Machine learning, chronic hepatitis B, deep learning, liver disease, necroinflammatory activity",

author = "Shuaitong Zhang and Zhiyuan Chen and Jingwei Wei and Xiaoling Chi and Dongjing Zhou and Shuman Ouyang and Jing Peng and Huanming Xiao and Jie Tian and Yupin Liu",

year = "2021",

month = nov,

doi = "10.1111/jvh.13578",

language = "English",

volume = "28",

pages = "1656--1659",

journal = "Journal of Viral Hepatitis",

issn = "1352-0504",

publisher = "Wiley-Blackwell Publishing Ltd",

number = "11",

}

TY - JOUR

T1 - A model based on clinico-biochemical characteristics and deep learning features from MR images for assessing necroinflammatory activity in chronic hepatitis B

AU - Zhang, Shuaitong

AU - Chen, Zhiyuan

AU - Wei, Jingwei

AU - Chi, Xiaoling

AU - Zhou, Dongjing

AU - Ouyang, Shuman

AU - Peng, Jing

AU - Xiao, Huanming

AU - Tian, Jie

AU - Liu, Yupin

PY - 2021/11

Y1 - 2021/11

KW - Machine learning

KW - chronic hepatitis B

KW - deep learning

KW - liver disease

KW - necroinflammatory activity

UR - https://www.scopus.com/pages/publications/85112619283

U2 - 10.1111/jvh.13578

DO - 10.1111/jvh.13578

M3 - Article

C2 - 34312951

AN - SCOPUS:85112619283

SN - 1352-0504

VL - 28

SP - 1656

EP - 1659

JO - Journal of Viral Hepatitis

JF - Journal of Viral Hepatitis

IS - 11

ER -

A model based on clinico-biochemical characteristics and deep learning features from MR images for assessing necroinflammatory activity in chronic hepatitis B

UN SDGs

Keywords

Access to Document

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Cite this