Cranial Implant Design via Virtual Craniectomy with Shape Priors

no code implementations • 29 Sep 2020 • Franco Matzkin, Virginia Newcombe, Ben Glocker, Enzo Ferrante

Our direct estimation method outperforms the baselines provided by the organizers, while the model with shape priors shows superior performance when dealing with out-of-distribution cases.

Self-supervised Skull Reconstruction in Brain CT Images with Decompressive Craniectomy

1 code implementation • 7 Jul 2020 • Franco Matzkin, Virginia Newcombe, Susan Stevenson, Aneesh Khetani, Tom Newman, Richard Digby, Andrew Stevens, Ben Glocker, Enzo Ferrante

Decompressive craniectomy (DC) is a common surgical procedure consisting of the removal of a portion of the skull that is performed after incidents such as stroke, traumatic brain injury (TBI) or other events that could result in acute subdural hemorrhage and/or increasing intracranial pressure.

Self-Supervised Learning