Results 141 to 150 of about 1,216,046 (262)

Deep autoencoder for low dimensionality for high dimensional data in regression models and direct inverse analysis of models. [PDF]

Anal Sci
Kaneko H.
europepmc   +1 more source

Identification of prognostic and predictive biomarkers in high-dimensional data with PPLasso. [PDF]

BMC Bioinformatics, 2023
Zhu W, Lévy-Leduc C, Ternès N.
europepmc   +1 more source

Evaluation of Digital Technologies for Home‐Based Assessment in People With Amyotrophic Lateral Sclerosis

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objective Digital technologies hold promise for transforming healthcare by enhancing personalized treatments and offer valuable opportunities to improve patient care. Here, we evaluated several novel, self‐administered, home‐based, digital endpoints for their association with corresponding conventional standard clinical measures (primary) in ...
Arne Mueller, Vanessa Vallejo, Mónica Povedano Panadés, Orla Hardiman, Véronique Danel‐Brunaud, Senda Ajroud‐Driss, Philippe Couratier, Jeremy Shefner, Anna Gokey, Mike DiCesare, Erin Lennox, Jens Praestgaard, Lucie Brujin, Peggy Allred, Ram Miller   +14 more
wiley   +1 more source

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]

Genet Epidemiol
Barry CJ, Zuber V, Lawlor DA, Borges MC, Sanderson E, Shapland CY.   +5 more
europepmc   +1 more source

Knockoff procedure for false discovery rate control in high-dimensional data streams. [PDF]

J Appl Stat, 2023
Wai Tsang K, Tsung F, Xu Z.
europepmc   +1 more source

Plasma EV Proteomics Identifies ECM Remodeling and Inflammatory Proteins LUM and C7 as Candidate Biomarkers in FSHD

Annals of Clinical and Translational Neurology, EarlyView.
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, Chiranth K. Nagaraj, Jackson S. Newell, Kim Truc Nguyen, Xilal Y. Rima, Jacob Doon‐Ralls, Eduardo Reátegui, Jeffrey M. Statland, Rabi Tawil, Kevin M. Flanigan, Scott Q. Harper, Nizar Y. Saad   +11 more
wiley   +1 more source

Ensemble learning for predicting birth trauma using high-dimensional data in the neonatal intensive care unit. [PDF]

Sci Rep
Odhiambo CO, Parikh N, Kopec G, Cross AR.   +3 more
europepmc   +1 more source

A Two‐Stage Questionnaire and Actigraphy Screening for iRBD in a Multicenter Retrospective Cohort

Annals of Clinical and Translational Neurology, EarlyView.
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, Giorgio Ricciardiello Mejia, Andre Metzger, Kang Hyun Ryu, Salonee Marwaha, Eva Grzegorczyk, Li Zhou, Eliana Jacobs, Boris Gilyadov, Claudia Kunney, Liqhwa Ncube, Ankit Parekh, Emmanuel Mignot, Fanny M. Elahi, Joseph Winer, Kathleen Poston, Andreas Brink‐Kjaer, Emmanuel H. During   +17 more
wiley   +1 more source

A Regularized MANOVA Test for Semicontinuous High-Dimensional Data. [PDF]

Biom J
Sabbioni E, Agostinelli C, Farcomeni A.
europepmc   +1 more source

Diffusion Curvature for Estimating Local Curvature in High Dimensional Data. [PDF]

Adv Neural Inf Process Syst, 2022
Bhaskar D, MacDonald K, Fasina O, Thomas D, Rieck B, Adelstein I, Krishnaswamy S.   +6 more
europepmc   +1 more source