A Machine Learning Approach to Liver Histological Evaluation Predicts Clinically Significant Portal Hypertension in NASH Cirrhosis-Reference-Cited by-同舟云学术

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A Machine Learning Approach to Liver Histological Evaluation Predicts Clinically Significant Portal Hypertension in NASH Cirrhosis

Published:2021-12 Issue:6 Volume:74 Page:3146-3160
ISSN:0270-9139
Container-title:Hepatology
language:en
Short-container-title:Hepatology

Author:

Bosch Jaime¹²,Chung Chuhan³,Carrasco‐Zevallos Oscar M.⁴,Harrison Stephen A.⁵,Abdelmalek Manal F.⁶,Shiffman Mitchell L.⁷,Rockey Don C.⁸,Shanis Zahil⁴,Juyal Dinkar⁴,Pokkalla Harsha⁴,Le Quang Huy⁴,Resnick Murray⁴,Montalto Michael⁴,Beck Andrew H.⁴,Wapinski Ilan⁴,Han Ling³,Jia Catherine³,Goodman Zachary⁹,Afdhal Nezam¹⁰,Myers Robert P.³,Sanyal Arun J.¹¹

Affiliation:

1. Department of Biomedical Research University of Bern Bern Switzerland

2. University of Barcelona‐IDIBAPS and CIBERehd Barcelona Spain

3. Gilead Sciences, Inc Foster City CA

4. PathAI, Inc. Boston MA

5. Pinnacle Clinical Research San Antonio TX

6. Duke University Durham NC

7. Bon Secours Liver Institute of Richmond Richmond VA

8. Medical University of South Carolina Charleston SC

9. Inova Fairfax Hospital Falls Church VA

10. Beth Israel Deaconess Medical Center and Harvard Medical School Boston MA

11. Virginia Commonwealth University Richmond VA

Funder

Gilead Sciences

Publisher

Wiley

Subject

Hepatology

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/hep.32087

Reference31 articles.

1. Beta‐blockers to prevent gastroesophageal varices in patients with cirrhosis;Groszmann RJ;N Engl J Med,2005

2. Hepatic venous pressure gradient predicts clinical decompensation in patients with compensated cirrhosis;Ripoll C;Gastroenterology,2007

3. Evolution in the understanding of the pathophysiological basis of portal hypertension: how changes in paradigm are leading to successful new treatments;Bosch J;J Hepatol,2015

4. Relation between portal pressure response to pharmacotherapy and risk of recurrent variceal haemorrhage in patients with cirrhosis;Feu F;Lancet,1995

5. Hemodynamic events in a prospective randomized trial of propranolol versus placebo in the prevention of a first variceal hemorrhage;Groszmann RJ;Gastroenterology,1990

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