Learning intervention-induced deformations for non-rigid MR-CT registration and electrode localization in epilepsy patients
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文摘

Accurate localization of implanted intra-cranial electroencephalography electrodes in epilepsy patients

A framework for training a statistical model of intra-subject non-rigid deformations induced by surgical procedures

The statistical deformation model captures the main modes of deformation from clinical pre-op and post-op training images

Apply our learned statistical deformation model to directly co-register post-operative CT to pre-operative MRI

Significant improvement in registration performance, with increased robustness and reduced worst-case performance

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