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Jul 2026

Physics in Medicine & Biology

Fullwave 2 is presented, a unified time-domain formulation that represents arbitrary power-law tissue attenuation and perfectly matched layers (PMLs) within a single framework suited to high-order finite difference (FD) solution, providing an accurate and scalable wave propagation tool for medical ultrasound research.

Masashi Sode, G. Pinton · 23 citations
Jul 2026

IQ-JEPA: A Joint-Embedding Predictive Architecture with a Hermitian Vision Transformer for Sound Speed and Attenuation Estimation from Ultrasound IQ Data

The speed of sound in tissue is a prerequisite for well-focused imaging and has diagnostic value, but recovering it from raw pulse-echo channel data is fundamentally a nonlinear inverse problem, so IQ-JEPA is proposed to exploit both data types.

Masashi Sode, G. Pinton · 0 citations

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