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physics.med-ph2026
Physics-informed neural networks for quantitative assessment of cancellous bone microstructure from photoacoustic signals
Shoukun Lyu, Haohan Sun, Shibo Nie +5
Artificial intelligence (AI) empowers innovative diagnostic tools for common diseases, yet its clinical application in skeletal health evaluation is constrained by unsatisfactory a…
physics.med-ph2026
A Physics-Constrained Learning Framework for Wave Propagation in Complex Poroelastic Multilayered Media
Ya Gao, Yifan Wang, Yiming Chen +5
Wave propagation through complex poroelastic multilayered media is difficult to model and invert because pronounced heterogeneity, scattering, mode conversion and fluid-solid coupl…
physics.med-ph2023
Influence of shear waves on transcranial ultrasound propagation in cortical brain regions
Ya Gao, Beat Werner, Beatrice Lauber +4
Transcranial ultrasound applications require accurate simulations to predict intracranial acoustic pressure fields. The current gold standard typically consists of calculating a lo…