A survey on computational intelligence approaches for predictive modeling in prostate cancer

G Cosma, D Brown, M Archer, M Khan… - Expert systems with …, 2017 - Elsevier
Predictive modeling in medicine involves the development of computational models which
are capable of analysing large amounts of data in order to predict healthcare outcomes for …

Breast cancer detection using multimodal time series features from ultrasound shear wave absolute vibro-elastography

Y Shao, HS Hashemi, P Gordon… - IEEE journal of …, 2021 - ieeexplore.ieee.org
In shear wave absolute vibro-elastography (S-WAVE), a steady-state multi-frequency
external mechanical excitation is applied to tissue, while a time-series of ultrasound radio …

Quantitative ultrasound and machine learning for assessment of steatohepatitis in a rat model

A Tang, F Destrempes, S Kazemirad… - European …, 2019 - Springer
Objectives To develop a machine learning model based on quantitative ultrasound (QUS)
parameters to improve classification of steatohepatitis with shear wave elastography in rats …

Improving prostate cancer (PCa) classification performance by using three-player minimax game to reduce data source heterogeneity

Y Shao, J Wang, B Wodlinger… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
PCa is a disease with a wide range of tissue patterns and this adds to its classification
difficulty. Moreover, the data source heterogeneity, ie inconsistent data collected using …

Multi-frequency 3d shear wave absolute vibro-elastography (s-wave) system for the prostate

TA Aleef, J Lobo, A Baghani… - … on Medical Imaging, 2023 - ieeexplore.ieee.org
This article describes a novel system for quantitative and volumetric measurement of tissue
elasticity in the prostate using simultaneous multi-frequency tissue excitation. Elasticity is …

In vivo estimation of perineal body properties using ultrasound quasistatic elastography in nulliparous women

L Chen, LK Low, JOL DeLancey… - Journal of biomechanics, 2015 - Elsevier
Objective The perineal body must undergo a remarkable transformation during pregnancy to
accommodate an estimated stretch ratio of over 3.3 in order to permit vaginal delivery of the …

Artificial intelligence in quantitative ultrasound imaging: a survey

B Zhou, X Yang, WJ Curran, T Liu - Journal of Ultrasound in …, 2022 - Wiley Online Library
Quantitative ultrasound (QUS) imaging is a safe, reliable, inexpensive, and real‐time
technique to extract physically descriptive parameters for assessing pathologies. Compared …

3-D Transducer Mounted Shear Wave Absolute Vibro-Elastography: Proof of Concept

TA Aleef, Q Zeng, H Moradi… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Quantitative tissue stiffness characterization using ultrasound (US) has been shown to
improve prostate cancer (PCa) detection in multiple studies. Shear wave absolute vibro …

Application of the novel estimation method by shear wave elastography using vibrator to human skeletal muscle

W Tsuchida, Y Yamakoshi, S Matsuo, M Asakawa… - Scientific reports, 2020 - nature.com
In recent years, non-invasive measurement of tissue stiffness (hardness) using ultrasound
elastography has attracted considerable attention. It has been used to evaluate muscle …

Robust reconstruction of elasticity using ultrasound imaging and multi-frequency excitations

CF Otesteanu, SJ Sanabria… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Biomedical parameters of tissue can be important indicators for clinical diagnosis. One such
parameter that reflects tissue stiffness is elasticity, the imaging of which is called …