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Robust deep learning estimation of cortical bone porosity from MR T1-weighted images for individualized transcranial focused ultrasound planning

2024-07-18

Abstract excerpt

<h4>Objective</h4> Transcranial focused ultrasound (tFUS) is an emerging neuromodulation approach that has been demonstrated in animals but is difficult to translate to humans because of acoustic attenuation and scattering in the skull. Optimal dose delivery requires subject-specific skull porosity estimates which has traditionally been done using CT. We propose a deep learning (DL) estimation of skull porosity fr...

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Literature Corpus work
b62c1165-2cd6-5a6b-a91e-1ca2b3f73da9
DOI
10.1101/2024.07.18.24310644
Open publication

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Robust deep learning estimation of cortical bone porosity from MR T1-weighted images for individualized transcranial focused ultrasound planningDOI 10.1101/2024.07.18.24310644
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