A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time

This work presents a data-driven method to simulate, in real-time, the biomechanical behavior of the breast tissues in some image-guided interventions such as biopsies or radiotherapy dose delivery as well as to speed up multimodal registration algorithms. Ten real breasts were used for this work. T...

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Veröffentlicht in:Computers in biology and medicine 2017-11, Vol.90, p.116-124
Hauptverfasser: Martínez-Martínez, F., Rupérez-Moreno, M.J., Martínez-Sober, M., Solves-Llorens, J.A., Lorente, D., Serrano-López, A.J., Martínez-Sanchis, S., Monserrat, C., Martín-Guerrero, J.D.
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Sprache:eng
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