Investigating the challenges and generalizability of deep learning brain conductivity mapping.
Sign Up to like & getrecommendations! Published in 2020 at "Physics in medicine and biology"
DOI: 10.1088/1361-6560/ab9356
Abstract: PURPOSE To investigate deep learning electrical properties tomography (EPT) for application on different simulated and in-vivo datasets including pathologies for brain conductivity reconstructions. METHODS 3D patch-based convolutional neural networks were trained to predict conductivity maps… read more here.
Keywords: conductivity labels; deep learning; conductivity; brain conductivity ... See more keywords
Modification of brain conductivity in human focal epilepsy: A model‐based estimation from stereoelectroencephalography
Sign Up to like & getrecommendations! Published in 2024 at "Epilepsia"
DOI: 10.1111/epi.17957
Abstract: We have developed a novel method for estimating brain tissue electrical conductivity using low‐intensity pulse stereoelectroencephalography (SEEG) stimulation coupled with biophysical modeling. We evaluated the hypothesis that brain conductivity is correlated with the degree of… read more here.
Keywords: brain; conductivity; focal epilepsy; brain conductivity ... See more keywords