Assessment of a Deep Learning Model to Predict Hepatocellular Carcinoma in Patients With Hepatitis C Cirrhosis-Reference-Cited by-同舟云学术

Assessment of a Deep Learning Model to Predict Hepatocellular Carcinoma in Patients With Hepatitis C Cirrhosis

Published:2020-09-01 Issue:9 Volume:3 Page:e2015626
ISSN:2574-3805
Container-title:JAMA Network Open
language:en
Short-container-title:JAMA Netw Open

Author:

Ioannou George N.¹²,Tang Weijing³,Beste Lauren A.⁴,Tincopa Monica A.⁵,Su Grace L.⁵⁶,Van Tony⁷,Tapper Elliot B.⁵⁶,Singal Amit G.⁸,Zhu Ji³⁷,Waljee Akbar K.⁵⁶⁷

Affiliation:

1. Division of Gastroenterology, Department of Medicine, Veterans Affairs Puget Sound Healthcare System and University of Washington, Seattle

2. Research and Development, Veterans Affairs Puget Sound Healthcare System, Seattle, Washington

3. Department of Statistics, University of Michigan, Ann Arbor

4. Division of General Internal Medicine, Department of Medicine, Veterans Affairs Puget Sound Healthcare System and University of Washington, Seattle

5. Michigan Medicine, Division of Gastroenterology and Hepatology, Department of Internal Medicine, Ann Arbor

6. VA Ann Arbor Health Services Research and Development Center of Clinical Management Research, Ann Arbor, Michigan

7. Michigan Integrated Center for Health Analytics and Medical Prediction (MiCHAMP), Ann Arbor

8. Division of Gastroenterology, Department of Medicine, University of Texas Southwestern, Dallas

Publisher

American Medical Association (AMA)

Subject

General Medicine

Link

https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2770062/ioannou_2020_oi_200578_1602707736.99886.pdf

Reference53 articles.

1. Eradication of hepatitis C virus infection and the development of hepatocellular carcinoma: a meta-analysis of observational studies.;Morgan;Ann Intern Med,2013

2. Antiviral therapy reduces risk of hepatocellular carcinoma in patients with hepatitis C virus-related cirrhosis.;Singal;Clin Gastroenterol Hepatol,2010

3. Direct-acting antiviral treatment for hepatitis C virus infection and risk of incident liver cancer: a retrospective cohort study.;Singer;Aliment Pharmacol Ther,2018

4. HCV eradication induced by direct-acting antiviral agents reduces the risk of hepatocellular carcinoma.;Ioannou;J Hepatol,2017

5. Risk of hepatocellular cancer in HCV patients treated with direct-acting antiviral agents.;Kanwal;Gastroenterology,2017

Cited by 80 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. Deep evolutionary fusion neural network: a new prediction standard for infectious disease incidence rates;BMC Bioinformatics;2024-01-23

2. Update on HCC Surveillance in Patient With Hepatitis B Virus Infection With Focus on Biomarkers;Current Hepatology Reports;2024-01-17

3. Artificial Intelligence, Machine Learning, and Deep Learning in the Diagnosis and Management of Hepatocellular Carcinoma;Livers;2024-01-09

4. Risk of hepatocellular carcinoma after viral clearance achieved by DAA treatment;Journal of the Formosan Medical Association;2024-01

5. Accurate prediction of HCC risk after SVR in patients with hepatitis C cirrhosis based on longitudinal data;BMC Cancer;2023-11-25