A deep learning approach for patchless estimation of ultrasound quantitative parametric image with uncertainty measurement

no code implementations • 24 Feb 2023 • Ali K. Z. Tehrani, Ivan M. Rosado-Mendez, Hayley Whitson, Hassan Rivaz

Quantitative ultrasound (QUS) aims to find properties of scatterers which are related to the tissue microstructure.

Physics-Inspired Regularized Pulse-Echo Quantitative Ultrasound: Efficient Optimization with ADMM

no code implementations • 13 Aug 2022 • Noushin Jafarpisheh, Laura Castaneda Martinez, Hayley Whitson, Ivan M. Rosado-Mendez, Hassan Rivaz

Pulse-echo Quantitative ultrasound (PEQUS), which estimates the quantitative properties of tissue microstructure, entails estimating the average attenuation and the backscatter coefficient (BSC).