Results 81 to 90 of about 14,660 (227)
KCCA Feature Selection for fMRI Analysis
, 2004 We use Kernel Canonical Correlation Analysis (KCCA) to infer brain activity in functional MRI by learning a semantic representation of fMRI brain scans and their associated activity signal.
Shawe-Taylor, John +2 more
core
Chromosomal and immune dysregulation underlying granular mitosis in glioblastoma
Brain Pathology, EarlyView.Granular mitosis (GM) morphology is linked to PI3K/PTEN pathway alterations, chromosomal disorganization, and impaired innate immunity. Cells exhibiting GM morphology are associated with localized immune responses within their immediate spatial microenvironment.
Rachel Barboza +8 more
wiley +1 more source
NeuroImage, 2020 The 21st century marks the emergence of “big data” with a rapid increase in the availability of datasets with multiple measurements. In neuroscience, brain-imaging datasets are more commonly accompanied by dozens or hundreds of phenotypic subject ...
Hao-Ting Wang +6 more
doaj +1 more source
A Probabilistic Derivation of Canonical
, 2002 We review a new method of performing Canonical Correlation Analysis (CCA) with Artificial Neural Networks. We have previously [4, 3] compared its capabilities with standard statistical methods on simple data sets where the maximum correlations are ...
Pei Ling Lai, Correlation Analysis Pei
core
, 2021 Classical canonical correlation analysis (CCA) requires matrices to be low dimensional, i.e. the number of features cannot exceed the sample size.
Wang, Wenjia, Zhou, Yi Hui
core +1 more source
Cancer Science, EarlyView.Through bioinformatic analyses, iCCA cell models, and in vivo xenograft experiments, we show that autophagy inhibition sensitizes iCCA to MEK1/2 blockade by enhancing STING‐dependent type I interferon signaling. These findings support combined MEK1/2 and autophagy inhibition as a promising therapeutic strategy for iCCA. ABSTRACT The RAF–MEK–ERK pathway
Chengqiang Sun +15 more
wiley +1 more source
Journal of Sleep Research, EarlyView.ABSTRACT Lucid dreaming, defined as the experience of becoming aware of dreaming while dreaming, offers a unique window into a state of consciousness characterised by a blending of the sensory vividness of REM sleep with the self‐awareness of wakefulness. While past functional imaging has shed light on the neural activity supporting lucid dreaming, the
Nicola De Pisapia +4 more
wiley +1 more source
Machine Learning Group Two-Dimensional Canonical Correlation Analysis
, 2020 In this technical report we present a method of two-dimensional canonical correlation analysis (2D-CCA) and two-dimensional multiset canonical correlation analysis (2D-MCCA) where we extend the standard CCA and MCCA in such a way that relations between ...
Sun Ho Lee, Seungjin Choi
core +1 more source
Long‐term effects of clear‐cutting forestry on ectomycorrhizal fungi in boreal forest
New Phytologist, EarlyView.Summary Clear‐cutting is detrimental to ectomycorrhizal fungi in a short time perspective, but long‐term effects on species richness and community composition are uncertain. To evaluate ecological sustainability of rotation forestry, we examined to what extent communities similar to those in old forests develop within the time frame of a rotation ...
Björn D. Lindahl +3 more
wiley +1 more source
, 2009 This work provides analytical results on the canonical correlation analysis (CCA) of data sets from two spatially separated arrays of sensors. Our case studies cover both single source and multiple source signals in either white or colored noise fields ...
Xiaoli Wang +5 more
core +1 more source