Applying Bayesian Multivariable Mendelian Randomisation to Prioritise Candidate Causal Traits From High-Dimensional Data: Illustration From Estimation of the Effect of Maternal Metabolites on Offspring Birthweight. [PDF]
Barry CJ +5 more
europepmc +1 more source
Knockoff procedure for false discovery rate control in high-dimensional data streams. [PDF]
Wai Tsang K, Tsung F, Xu Z.
europepmc +1 more source
ABSTRACT Objective Facioscapulohumeral muscular dystrophy (FSHD) is one of the most debilitating and common muscular dystrophies. Despite its severity, no approved therapy exists for FSHD patients. However, several therapeutic candidates are currently under development, and some have recently entered clinical trials, marking the need for reliable ...
Mustafa Bilal Bayazit +11 more
wiley +1 more source
Ensemble learning for predicting birth trauma using high-dimensional data in the neonatal intensive care unit. [PDF]
Odhiambo CO +3 more
europepmc +1 more source
A Two‐Stage Questionnaire and Actigraphy Screening for iRBD in a Multicenter Retrospective Cohort
ABSTRACT Objective Isolated rapid‐eye‐movement sleep behavior disorder is a prodromal marker of synucleinopathies. However, most cases remain undiagnosed due to the insufficient predictive value of questionnaires and limited access to confirmatory video‐polysomnography. We assessed a two‐stage screening strategy combining a brief questionnaire on rapid‐
Caleb A. Massimi +17 more
wiley +1 more source
A Regularized MANOVA Test for Semicontinuous High-Dimensional Data. [PDF]
Sabbioni E, Agostinelli C, Farcomeni A.
europepmc +1 more source
Diffusion Curvature for Estimating Local Curvature in High Dimensional Data. [PDF]
Bhaskar D +6 more
europepmc +1 more source
ABSTRACT Objectives We aimed to determine the frequency of subclinical optic nerve (ON) lesions using MRI, optical coherence tomography (OCT), and visual evoked potentials (VEP) in radiologically isolated syndrome (RIS), and to assess their diagnostic and prognostic significance.
Christine Lebrun‐Frenay +13 more
wiley +1 more source
Hybrid feature selection and classification model using high-dimensional data based on a metaheuristic algorithm for brain cancer diagnosis. [PDF]
Manhrawy IIM +4 more
europepmc +1 more source
An Ensemble Outlier Detection Method Based on Information Entropy-Weighted Subspaces for High-Dimensional Data. [PDF]
Li Z, Zhang L.
europepmc +1 more source

