Multimodal Canonical Correlation Analysis with Joint Independent Component Analysis (mCCA+jICA) of IVIM and ASL MRI Reveals Perfusion and Diffusion Abnormalities in mTBI-A Pilot Study. [PDF]
NeuroSciBergamino M +5 more
europepmc +1 more source
ReGeNNe: genetic pathway-based deep neural network using canonical correlation regularizer for disease prediction. [PDF]
Bioinformatics, 2023 Sharma D, Xu W.
europepmc +1 more source
Advanced Healthcare Materials, EarlyView.This work presents ARC‐3D, a soft 3D model that recreates how brain support cells, called astrocytes, react to oxidative stress. The system visualizes rapid calcium changes and inflammatory signals, and shows how the drug KDS12025 can protect cells from damage. ARC‐3D offers a simple, reliable way to study early drivers of brain inflammation.
Ju‐Kang Kim +6 more
wiley +1 more source
Canonical correlation analysis on the association between pulmonary function and obesity in early-onset COPD: CT-based body composition analysis. [PDF]
Front Med (Lausanne)Shi J +6 more
europepmc +1 more source
Significance testing for canonical correlation analysis in high dimensions. [PDF]
Biometrika, 2022 McKeague IW, Zhang X.
europepmc +1 more source
Isolation Defines Identity: Functional Consequences of Extracellular Vesicle Purification Strategies
Advanced Healthcare Materials, EarlyView.Four extracellular vesicle purification strategies are compared using ovarian‐cancer ascites and ES‐2 cell supernatants. A novel workflow links purification to function by combining particle‐normalized proteomics with matched cell‐free and cell‐based assays.
Christian Preußer +10 more
wiley +1 more source
Functional ultrasound (fUS) detects mild cerebral alterations using canonical correlation analysis denoising and dynamic functional connectivity analysis. [PDF]
Imaging Neurosci (Camb)Faure F +5 more
europepmc +1 more source
The association between quality of life and subjective wellbeing among older adults based on canonical correlation analysis. [PDF]
Front Public Health, 2023 Liu H +5 more
europepmc +1 more source
Advanced Healthcare Materials, EarlyView.Osteogenic‐angiogenic cross‐talk is a vital prerequisite for vascularized bone regeneration. In this study, we investigated the effects of siRNA‐mediated silencing of two inhibitory proteins, Chordin and WWP‐1, via CaP‐NP‐loaded gelatin microparticles in osteogenically differentiated microtissues.
Franziska Mitrach +7 more
wiley +1 more source
Associations Between Healthcare Providers' Stigmatizing Attitudes Toward People Living with HIV and People Who Use Drugs: A Canonical Correlation Analysis. [PDF]
AIDS BehavAhmed RFM +5 more
europepmc +1 more source