[HTML][HTML] Prediction of liver cirrhosis, using diagnostic imaging tools

SK Yeom, CH Lee, SH Cha, CM Park - World journal of hepatology, 2015 - ncbi.nlm.nih.gov
Early diagnosis of liver cirrhosis is important. Ultrasound-guided liver biopsy is the gold
standard for diagnosis of liver cirrhosis. However, its invasiveness and sampling bias limit …

Quantification of liver fat: A comprehensive review

E Goceri, ZK Shah, R Layman, X Jiang… - Computers in biology and …, 2016 - Elsevier
Fat accumulation in the liver causes metabolic diseases such as obesity, hypertension,
diabetes or dyslipidemia by affecting insulin resistance, and increasing the risk of cardiac …

Deep learning with ultrasonography: automated classification of liver fibrosis using a deep convolutional neural network

JH Lee, I Joo, TW Kang, YH Paik, DH Sinn, SY Ha… - European …, 2020 - Springer
Objectives The aim of this study was to develop a deep convolutional neural network
(DCNN) for the prediction of the METAVIR score using B-mode ultrasonography images …

Dynamic contrast-enhanced magnetic resonance imaging as a predictor of outcome in head-and-neck squamous cell carcinoma patients with nodal metastases

A Shukla-Dave, NY Lee, JFA Jansen, HT Thaler… - International Journal of …, 2012 - Elsevier
PURPOSE: Dynamic contrast-enhanced MRI (DCE-MRI) can provide information regarding
tumor perfusion and permeability and has shown prognostic value in certain tumors types …

Non-Gaussian analysis of diffusion-weighted MR imaging in head and neck squamous cell carcinoma: a feasibility study

JFA Jansen, HE Stambuk… - American Journal …, 2010 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Water in biological structures often displays non-Gaussian
diffusion behavior. The objective of this study was to test the feasibility of non-Gaussian …

Tumor metabolism and perfusion in head and neck squamous cell carcinoma: pretreatment multimodality imaging with 1H magnetic resonance spectroscopy, dynamic …

JFA Jansen, H Schöder, NY Lee, HE Stambuk… - International Journal of …, 2012 - Elsevier
PURPOSE: To correlate proton magnetic resonance spectroscopy (1H-MRS), dynamic
contrast-enhanced magnetic resonance imaging (DCE-MRI), and 18F-labeled …

Liver disease detection due to excessive alcoholism using data mining techniques

I Arshad, C Dutta, T Choudhury… - … on Advances in …, 2018 - ieeexplore.ieee.org
Alcohol is consumed in excess by millions of people across the world. Alcohol consumption
is directly linked to life threatening liver diseases such as cirrhosis which may ultimately lead …

Classification and staging of chronic liver disease from multimodal data

RT Ribeiro, RT Marinho… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Chronic liver disease (CLD) is most of the time an asymptomatic, progressive, and ultimately
potentially fatal disease. In this study, an automatic hierarchical procedure to stage CLD …

Correlation of a priori DCE-MRI and 1H-MRS data with molecular markers in neck nodal metastases: Initial analysis

JFA Jansen, DL Carlson, Y Lu, HE Stambuk… - Oral oncology, 2012 - Elsevier
The aim of the present study is to correlate non-invasive, pretreatment biological imaging
(dynamic contrast enhanced-MRI [DCE-MRI] and proton magnetic resonance spectroscopy …

Comparing primary tumors and metastatic nodes in head and neck cancer using intravoxel incoherent motion imaging: a preliminary experience

Y Lu, JFA Jansen, HE Stambuk, G Gupta… - Journal of computer …, 2013 - journals.lww.com
Objective This study aimed to use intravoxel incoherent motion (IVIM) imaging for
investigating differences between primary head and neck tumors and nodal metastases and …