FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3199096836> ?p ?o ?g. }

• W3199096836 endingPage "114261" @default.
• W3199096836 startingPage "114261" @default.
• W3199096836 abstract "The first commercially sensing enabled deep brain stimulation (DBS) devices for the treatment of movement disorders have recently become available. In the future, such devices could leverage machine learning based brain signal decoding strategies to individualize and adapt therapy in real-time. As multi-channel recordings become available, spatial information may provide an additional advantage for informing machine learning models. To investigate this concept, we compared decoding performances from single channels vs. spatial filtering techniques using intracerebral multitarget electrophysiology in Parkinson's disease patients undergoing DBS implantation. We investigated the feasibility of spatial filtering in invasive neurophysiology and the putative utility of combined cortical ECoG and subthalamic local field potential signals for decoding grip-force, a well-defined and continuous motor readout. We found that adding spatial information to the model can improve decoding (6% gain in decoding), but the spatial patterns and additional benefit was highly individual. Beyond decoding performance results, spatial filters and patterns can be used to obtain meaningful neurophysiological information about the brain networks involved in target behavior. Our results highlight the importance of individualized approaches for brain signal decoding, for which multielectrode recordings and spatial filtering can improve precision medicine approaches for clinical brain computer interfaces." @default.
• W3199096836 created "2021-09-27" @default.
• W3199096836 creator A5001651559 @default.
• W3199096836 creator A5025505609 @default.
• W3199096836 creator A5030389538 @default.
• W3199096836 creator A5030706066 @default.
• W3199096836 creator A5039521481 @default.
• W3199096836 creator A5075211072 @default.
• W3199096836 creator A5079535367 @default.
• W3199096836 date "2023-01-01" @default.
• W3199096836 modified "2023-10-03" @default.
• W3199096836 title "Movement decoding using spatio-spectral features of cortical and subcortical local field potentials" @default.
• W3199096836 cites W1985244573 @default.
• W3199096836 cites W2016980059 @default.
• W3199096836 cites W2073903671 @default.
• W3199096836 cites W2103908673 @default.
• W3199096836 cites W2106956384 @default.
• W3199096836 cites W2129637843 @default.
• W3199096836 cites W2130529454 @default.
• W3199096836 cites W2141250485 @default.
• W3199096836 cites W2143685192 @default.
• W3199096836 cites W2149476088 @default.
• W3199096836 cites W2169918686 @default.
• W3199096836 cites W2277882088 @default.
• W3199096836 cites W2465311863 @default.
• W3199096836 cites W2477988750 @default.
• W3199096836 cites W2508409936 @default.
• W3199096836 cites W2560692261 @default.
• W3199096836 cites W2594654012 @default.
• W3199096836 cites W2770037632 @default.
• W3199096836 cites W2781661760 @default.
• W3199096836 cites W2786806281 @default.
• W3199096836 cites W2802450380 @default.
• W3199096836 cites W2807007138 @default.
• W3199096836 cites W2907666668 @default.
• W3199096836 cites W2949350256 @default.
• W3199096836 cites W2964618399 @default.
• W3199096836 cites W2987448886 @default.
• W3199096836 cites W3003435483 @default.
• W3199096836 cites W3009252505 @default.
• W3199096836 cites W3048522827 @default.
• W3199096836 cites W3108898910 @default.
• W3199096836 cites W3128616996 @default.
• W3199096836 cites W3158340479 @default.
• W3199096836 cites W3194093647 @default.
• W3199096836 cites W4207023260 @default.
• W3199096836 cites W4282009015 @default.
• W3199096836 doi "https://doi.org/10.1016/j.expneurol.2022.114261" @default.
• W3199096836 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36349662" @default.
• W3199096836 hasPublicationYear "2023" @default.
• W3199096836 type Work @default.
• W3199096836 sameAs 3199096836 @default.
• W3199096836 citedByCount "4" @default.
• W3199096836 countsByYear W31990968362023 @default.
• W3199096836 crossrefType "journal-article" @default.
• W3199096836 hasAuthorship W3199096836A5001651559 @default.
• W3199096836 hasAuthorship W3199096836A5025505609 @default.
• W3199096836 hasAuthorship W3199096836A5030389538 @default.
• W3199096836 hasAuthorship W3199096836A5030706066 @default.
• W3199096836 hasAuthorship W3199096836A5039521481 @default.
• W3199096836 hasAuthorship W3199096836A5075211072 @default.
• W3199096836 hasAuthorship W3199096836A5079535367 @default.
• W3199096836 hasConcept C11413529 @default.
• W3199096836 hasConcept C117838684 @default.
• W3199096836 hasConcept C142724271 @default.
• W3199096836 hasConcept C152478114 @default.
• W3199096836 hasConcept C154945302 @default.
• W3199096836 hasConcept C15744967 @default.
• W3199096836 hasConcept C169760540 @default.
• W3199096836 hasConcept C173201364 @default.
• W3199096836 hasConcept C2778542668 @default.
• W3199096836 hasConcept C2779134260 @default.
• W3199096836 hasConcept C2779734285 @default.
• W3199096836 hasConcept C40743351 @default.
• W3199096836 hasConcept C41008148 @default.
• W3199096836 hasConcept C522805319 @default.
• W3199096836 hasConcept C57273362 @default.
• W3199096836 hasConcept C71924100 @default.
• W3199096836 hasConceptScore W3199096836C11413529 @default.
• W3199096836 hasConceptScore W3199096836C117838684 @default.
• W3199096836 hasConceptScore W3199096836C142724271 @default.
• W3199096836 hasConceptScore W3199096836C152478114 @default.
• W3199096836 hasConceptScore W3199096836C154945302 @default.
• W3199096836 hasConceptScore W3199096836C15744967 @default.
• W3199096836 hasConceptScore W3199096836C169760540 @default.
• W3199096836 hasConceptScore W3199096836C173201364 @default.
• W3199096836 hasConceptScore W3199096836C2778542668 @default.
• W3199096836 hasConceptScore W3199096836C2779134260 @default.
• W3199096836 hasConceptScore W3199096836C2779734285 @default.
• W3199096836 hasConceptScore W3199096836C40743351 @default.
• W3199096836 hasConceptScore W3199096836C41008148 @default.
• W3199096836 hasConceptScore W3199096836C522805319 @default.
• W3199096836 hasConceptScore W3199096836C57273362 @default.
• W3199096836 hasConceptScore W3199096836C71924100 @default.
• W3199096836 hasFunder F4320320879 @default.
• W3199096836 hasFunder F4320321114 @default.
• W3199096836 hasFunder F4320332161 @default.
• W3199096836 hasLocation W31990968361 @default.

• next