Analysis finds a deep learning framework predicts treatment outcomes in MR-guided focused ultrasound, suggesting pathway for improvement.
The results highlight the potential of a deep learning multi-parametric MRI framework for accurately predicting MRgFUS treatment efficacy. While improvements would be required to reduce the acquisition time of the multi-parametric MRI protocol, inclusion of quantitative MRI data offers a pathway toward more accurate and immediate evaluation of MRgFUS therapy outcomes.
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Singh et al. (2026) studied this question.
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