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A survey on computational intelligence approaches for predictive modeling in prostate cancer
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 …
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
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 …
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
Objectives To develop a machine learning model based on quantitative ultrasound (QUS)
parameters to improve classification of steatohepatitis with shear wave elastography in rats …
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 …
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 …
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
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 …
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
Quantitative ultrasound (QUS) imaging is a safe, reliable, inexpensive, and real‐time
technique to extract physically descriptive parameters for assessing pathologies. Compared …
technique to extract physically descriptive parameters for assessing pathologies. Compared …
3-D Transducer Mounted Shear Wave Absolute Vibro-Elastography: Proof of Concept
Quantitative tissue stiffness characterization using ultrasound (US) has been shown to
improve prostate cancer (PCa) detection in multiple studies. Shear wave absolute vibro …
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 …
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 …
parameter that reflects tissue stiffness is elasticity, the imaging of which is called …