Non-alcoholic Fatty Liver and Liver Fibrosis Predictive Analytics: Risk Prediction and Machine Learning Techniques for Improved Preventive Medicine-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Non-alcoholic Fatty Liver and Liver Fibrosis Predictive Analytics: Risk Prediction and Machine Learning Techniques for Improved Preventive Medicine

Published:2021-01-11 Issue:2 Volume:45 Page:
ISSN:0148-5598
Container-title:Journal of Medical Systems
language:en
Short-container-title:J Med Syst

Author:

Goldman Orit,Ben-Assuli Ofir,Rogowski Ori,Zeltser David,Shapira Itzhak,Berliner Shlomo,Zelber-Sagi Shira,Shenhar-Tsarfaty Shani

Publisher

Springer Science and Business Media LLC

Subject

Health Information Management,Health Informatics,Information Systems,Medicine (miscellaneous)

Link

http://link.springer.com/content/pdf/10.1007/s10916-020-01693-5.pdf

Reference46 articles.

1. Loomba R, Sanyal AJ (2013) The global NAFLD epidemic. Nat Rev Gastroenterol Hepatol 10 (11):686-690. https://doi.org/10.1038/nrgastro.2013.171

2. Zelber-Sagi S, Nitzan-Kaluski D, Halpern Z, Oren R (2006) Prevalence of primary non-alcoholic fatty liver disease in a population-based study and its association with biochemical and anthropometric measures. Liver Int 26 (7):856-863. https://doi.org/10.1111/j.1478-3231.2006.01311.x

3. Younossi ZM, Koenig AB, Abdelatif D, Fazel Y, Henry L, Wymer M (2016) Global epidemiology of nonalcoholic fatty liver disease-Meta-analytic assessment of prevalence, incidence, and outcomes. Hepatology 64 (1):73-84. https://doi.org/10.1002/hep.28431

4. Estes C, Razavi H, Loomba R, Younossi Z, Sanyal AJ (2018) Modeling the epidemic of nonalcoholic fatty liver disease demonstrates an exponential increase in burden of disease. Hepatology 67 (1):123-133

5. European Association for the Study of the L, European Association for the Study of D, European Association for the Study of O (2016) EASL-EASD-EASO Clinical Practice Guidelines for the management of non-alcoholic fatty liver disease. J Hepatol 64 (6):1388-1402. https://doi.org/10.1016/j.jhep.2015.11.004

Cited by 12 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Establishment of a machine learning predictive model for non-alcoholic fatty liver disease: A longitudinal cohort study;Nutrition, Metabolism and Cardiovascular Diseases;2024-06

2. Predictive Modeling for Mortality Risk in Nonalcoholic Fatty Liver Disease Patients: A Machine Learning Approach;2024 Second International Conference on Data Science and Information System (ICDSIS);2024-05-17

3. Accurate Liver Fibrosis Detection Through Hybrid MRMR-BiLSTM-CNN Architecture with Histogram Equalization and Optimization;Journal of Imaging Informatics in Medicine;2024-02-13

4. Early Identification of Risk Factors in Non-Alcoholic Fatty Liver Disease (NAFLD) Using Machine Learning;Mathematics;2023-07-07

5. Liver fat analysis using optimized support vector machine with support vector regression;Technology and Health Care;2023-05-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3