Receiver operating characteristic (ROC) curves: review of methods with applications in diagnostic medicine

NA Obuchowski, JA Bullen - Physics in Medicine & Biology, 2018 - iopscience.iop.org
Receiver operating characteristic (ROC) analysis is a tool used to describe the
discrimination accuracy of a diagnostic test or prediction model. While sensitivity and …

Thermometry and ablation monitoring with ultrasound

MA Lewis, RM Staruch, R Chopra - International Journal of …, 2015 - Taylor & Francis
In this review we present the current status of ultrasound thermometry and ablation
monitoring, with emphasis on the diverse approaches published in the literature and with an …

Quantitative hepatic fat quantification in non-alcoholic fatty liver disease using ultrasound-based techniques: a review of literature and their diagnostic performance

A Ozturk, JR Grajo, MS Gee, A Benjamin… - Ultrasound in medicine …, 2018 - Elsevier
Non-alcoholic fatty liver disease is a condition that is characterized by the presence of> 5%
fat in the liver and affects more than one billion people worldwide. If adequate and early …

Ultrasound-based hepatic fat quantification: current status and future directions

N Seneviratne, C Fang, PS Sidhu - Clinical Radiology, 2023 - Elsevier
Non-alcoholic fatty liver disease (NAFLD) is a spectrum of disease from fatty accumulation
(steatosis), necro-inflammation though to fibrosis. It is of increasing global prevalence as a …

Automatic classification algorithm for diffused liver diseases based on ultrasound images

AG Mabrouk, A Hamdy, HM Abdelaal… - IEEE …, 2021 - ieeexplore.ieee.org
Diffuse liver diseases such as fatty liver and cirrhosis, are leading causes of disability and
fatality across the world. Early diagnosis of these diseases is extremely important to save …

Investigation of radiofrequency ultrasound‐based fibrotic tissue strain imaging method employing endogenous motion

A Sakalauskas, R Jurkonis, S Gelman… - … of Ultrasound in …, 2019 - Wiley Online Library
Objectives The paper presents the results of an initial clinical study, which were obtained
using the strain elastography imaging method based on radio frequency ultrasound signal …

Improved estimation of ultrasound thermal strain using pulse inversion harmonic imaging

X Ding, MM Nguyen, IB James, KG Marra… - Ultrasound in medicine …, 2016 - Elsevier
Thermal (temporal) strain imaging (TSI) is being developed to detect the lipid-rich core of
atherosclerotic plaques and presence of fatty liver disease. However, the effects of ultrasonic …

Non-invasive photothermal strain imaging of non-alcoholic fatty liver disease in live animals

C Choi, W Choi, J Kim, C Kim - IEEE Transactions on Medical …, 2021 - ieeexplore.ieee.org
The prevalence of non-alcoholic fatty liver diseases (NAFLD) has increased steadily over
the past decade. Thus, diagnosing NAFLD at the earliest stage, which is a reversible …

Multi-focus beamforming for thermal strain imaging using a single ultrasound linear array transducer

MM Nguyen, X Ding, SA Leers, K Kim - Ultrasound in medicine & biology, 2017 - Elsevier
Ultrasound-induced thermal strain imaging (TSI) has been used successfully to identify lipid-
and water-based tissues in atherosclerotic plaques in some research settings. However, TSI …

Intravascular photothermal strain imaging for lipid detection

C Choi, J Ahn, C Kim - Sensors, 2018 - mdpi.com
Cardiovascular disease (CVD) is one of the major threats to humanity, accounting for one-
third of the world's deaths. For patients with high-risk CVD, plaque rupture can lead to critical …