Analysis of high dimensional brain data using prototype based fuzzy clustering
Sign Up to like & getrecommendations! Published in 2020 at "Clinical Epidemiology and Global Health"
DOI: 10.1016/j.cegh.2020.03.029
Abstract: Abstract Background Brain Computer Interface (BCI) is explored as a new technology for communicating with computer over past few decades. It uses signals collected from brain to communicate, control or instruct computer or electronic devices.… read more here.
Keywords: high dimensional; data using; prototype; dimensional brain ... See more keywords
High-dimensional brain-wide functional connectivity mapping in magnetoencephalography
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Neuroscience Methods"
DOI: 10.1016/j.jneumeth.2020.108991
Abstract: BACKGROUND Brain functional connectivity (FC) analyses based on magneto/electroencephalography (M/EEG) signals have yet to exploit the intrinsic high-dimensional information. Typically, these analyses are constrained to regions of interest to avoid the curse of dimensionality, with… read more here.
Keywords: dimensional brain; high dimensional; functional connectivity; communication ... See more keywords
Some insights from high-dimensional spheres: Comment on "The unreasonable effectiveness of small neural ensembles in high-dimensional brain" by Alexander N. Gorban et al.
Sign Up to like & getrecommendations! Published in 2019 at "Physics of life reviews"
DOI: 10.1016/j.plrev.2019.03.014
Abstract: The title of this article by Gorban et al. refers to Wigner’s famous lecture, “The unreasonable effectiveness of mathematics in the natural sciences” [1], delivered 60 years ago in 1959. In the lecture, Wigner emphasized… read more here.
Keywords: high dimensional; mathematics; unreasonable effectiveness; geometry ... See more keywords
The Value of Three-Dimensional Brain Volume Combined with Time-of-Flight MRA in Microvascular Decompression
Sign Up to like & getrecommendations! Published in 2019 at "Stereotactic and Functional Neurosurgery"
DOI: 10.1159/000500995
Abstract: Objectives: To explore the guidance value of preoperative 3-dimensional brain volume (3D-BRAVO) and 3-dimensional time-of-flight (3D-TOF) MRA scanning for microvascular decompression. Methods: One hundred thirteen patients treated with microvascular decompression from February 2016 to February… read more here.
Keywords: decompression; brain volume; microvascular decompression; value ... See more keywords