Deep convolutional neural network-aided detection of portal hypertension in patients with cirrhosis

Y Liu, Z Ning, N Örmeci, W An, Q Yu, K Han… - Clinical …, 2020 - Elsevier
Background & Aims Noninvasive and accurate methods are needed to identify patients with
clinically significant portal hypertension (CSPH). We investigated the ability of deep …

Management of portal hypertension

AV Kulkarni, A Rabiee, A Mohanty - Journal of clinical and experimental …, 2022 - Elsevier
Portal hypertension is the cause of the clinical complications associated with cirrhosis. The
primary complications of portal hypertension are ascites, acute variceal bleed, and hepatic …

CT rule-in and rule-out criteria for clinically significant portal hypertension in chronic liver disease

S Heo, SS Lee, SH Choi, DW Kim, HJ Park, SY Kim… - Radiology, 2023 - pubs.rsna.org
Background The value of CT in assessment of clinically significant portal hypertension
(CSPH) has not been well determined. Purpose To evaluate the performance of CT features …

Development and validation of a radiomics signature for clinically significant portal hypertension in cirrhosis (CHESS1701): a prospective multicenter study

F Liu, Z Ning, Y Liu, D Liu, J Tian, H Luo, W An… - …, 2018 - thelancet.com
Clinically significant portal hypertension (CSPH) is associated with an incremental risk of
esophageal varices and overt clinical decompensations. However, hepatic venous pressure …

An imaging-based artificial intelligence model for non-invasive grading of hepatic venous pressure gradient in cirrhotic portal hypertension

Q Yu, Y Huang, X Li, M Pavlides, D Liu, H Luo… - Cell Reports …, 2022 - cell.com
The hepatic venous pressure gradient (HVPG) is the gold standard for cirrhotic portal
hypertension (PHT), but it is invasive and specialized. Alternative non-invasive techniques …

Deep neural network regression to assist non-invasive diagnosis of portal hypertension

F Baldisseri, A Wrona, D Menegatti, A Pietrabissa… - Healthcare, 2023 - mdpi.com
Portal hypertension is a complex medical condition characterized by elevated blood
pressure in the portal venous system. The conventional diagnosis of such disease often …

Network meta-analysis: noninvasive imaging modalities for identifying clinically significant portal hypertension

Y Hai, W Chong, JR Eisenbrey, F Forsberg - Digestive diseases and …, 2022 - Springer
Background Although measurement of the hepatic venous pressure gradient (HVPG) is the
current reference standard for obtaining portal venous pressures, several noninvasive …

Virtual hepatic venous pressure gradient with CT angiography (CHESS 1601): a prospective multicenter study for the noninvasive diagnosis of portal hypertension

X Qi, W An, F Liu, R Qi, L Wang, Y Liu, C Liu, Y Xiang… - Radiology, 2019 - pubs.rsna.org
Purpose To develop and validate a computational model for estimating hepatic venous
pressure gradient (HVPG) based on CT angiographic images, termed virtual HVPG, to …

Diagnosis of clinically significant portal hypertension using CT-and MRI-based vascular model

C Wang, Y Huang, C Liu, F Liu, X Hu, X Kuang, W An… - Radiology, 2023 - pubs.rsna.org
Background Currently, the hepatic venous pressure gradient (HVPG) remains the reference
standard for diagnosis of clinically significant portal hypertension (CSPH) but is limited by its …

[HTML][HTML] Assessment of portal hypertension severity using machine learning models in patients with compensated cirrhosis

J Reiniš, O Petrenko, B Simbrunner, BS Hofer… - Journal of …, 2023 - Elsevier
Background & Aims In individuals with compensated advanced chronic liver disease
(cACLD), the severity of portal hypertension (PH) determines the risk of decompensation …