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- J. M. J. Huttunen, Tomi Huttunen, Matti Malinen, Jari P. Kaipio
- Physics in medicine and biology
- 2006

In this paper, a method for the determination of spatially varying thermal conductivity and perfusion coefficients of tissue is proposed. The temperature evolution in tissue is modelled with the Pennes bioheat equation. The main motivation here is a model-based optimal control for ultrasound surgery, in which the tissue properties are needed when the… (More)

- Timo J Liimatainen, Hanne Hakkarainen, +6 authors Shalom Michaeli
- Magnetic resonance in medicine
- 2015

PURPOSE
MRI relaxation measurements are performed in the presence of a fictitious magnetic field in the recently described technique known as RAFF (Relaxation Along a Fictitious Field). This method operates in the 2(nd) rotating frame (rank n = 2) by using a nonadiabatic sweep of the radiofrequency effective field to generate the fictitious magnetic field.… (More)

We study the feasibility of data based machine learning applied to ultrasound tomography to estimate watersaturated porous material parameters. In this work, the data to train the neural networks is simulated by solving wave propagation in coupled poroviscoelastic-viscoelastic-acoustic media. As the forward model, we consider a high-order discontinuous… (More)

The Pilot Approximation Trajectory (PAT) contour algorithm can find a contour of a function accurately when it is not practical to evaluate the function on a grid dense enough to use a standard contour algorithm, for instance, when evaluating the function involves conducting a physical experiment or a computationally intensive simulation. PAT relies on an… (More)

- J. M. J. Huttunen, Mikael J. Turunen, J. T. J. Honkanen, Juha Töyräs, Jukka S. Jurvelin
- SIAM J. Scientific Computing
- 2016

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