Early Autonomic Burden in Prodromal Parkinson's Disease Predicts Cognitive Impairment
Abstract Background Autonomic dysfunction is a known contributor to cognitive impairment in Parkinson's disease (PD), but its impact during prodromal stage is unknown. Objective The aim was to determine whether early autonomic burden predicts incident cognitive impairment in prodromal PD.
A. Enrique Martinez‐Nunez +5 more
wiley +1 more source
Pseudo-HFOs Elimination in iEEG Recordings Using a Robust Residual-Based Dictionary Learning Framework. [PDF]
Besheli BF +9 more
europepmc +1 more source
Dictionary learning allows model-free pseudotime estimation of transcriptomic data. [PDF]
Rams M, Rams M, Conrad TOF.
europepmc +1 more source
ABSTRACT Purpose Quantitative mapping of cardiac tissue properties is used clinically in diagnosis and monitoring of a wide variety of cardiac pathologies. Cardiac Magnetic Resonance Fingerprinting (cMRF) enables rapid and simultaneous quantification of multiple parameters in the myocardium from a single scan.
Evan Cummings +5 more
wiley +1 more source
Enhancing photon-counting computed tomography reconstruction via subspace dictionary learning and spatial sparsity regularization. [PDF]
Xing Q, Cai A, Zheng Z, Li L, Yan B.
europepmc +1 more source
Sparse dictionary learning recovers pleiotropy from human cell fitness screens. [PDF]
Pan J +9 more
europepmc +1 more source
ABSTRACT Purpose We aim to inform the design of new diffusion MRI (dMRI) approaches for microvasculature quantification that enhance the biological specificity of imaging towards cancer. Methods We adopted simulation‐informed modelling of the vascular dMRI signal. We synthesised signals from 1500 synthetic vascular networks, for a variety of protocols (
Anna Kira Voronova +11 more
wiley +1 more source
Mapping longitudinally consistent intrinsic connectivity networks in macaque brain via longitudinal sparse dictionary learning. [PDF]
Zidan AH, Jahin A, Bao Y, Zhang W.
europepmc +1 more source
Evaluation on Effect of Acupoint Application to Treat Idiopathic Edema of Perimenopausal Women Using the Segmentation Dictionary Learning Algorithm. [PDF]
Li J, Wang J, Zhao W, Wang P, Li M.
europepmc +1 more source
ABSTRACT Purpose To improve slice profile consistency across echo trains in turbo spin echo (TSE) imaging, thereby reducing image blurring and increasing the accuracy of multi echo spin echo T2$$ {T}_2 $$ mapping. Methods Excitation and refocusing RF pulses were optimized for TSE using a differentiable extended phase graph model that incorporates the ...
Madison M. Augelli +3 more
wiley +1 more source

