Model-based dimensionality reduction for single-cell RNA-seq using generalized bilinear models. [PDF]
Nicol PB, Miller JW.
europepmc +1 more source
Caregiver Perspectives on the Burden of Disease and Treatment in Uncontrolled Gout
Objective Uncontrolled gout (UG) refers to persistently elevated serum urate (SU) levels >6 mg/dL and ongoing gout symptoms despite use of urate‐lowering therapy (ULT). The objective of this study was to evaluate the burden associated with informal caregiving for individuals with UG.
Angelo Gaffo +6 more
wiley +1 more source
Objective Systemic lupus erythematosus (SLE) significantly impacts employment capacity. This study aimed to investigate the impact of burden of disease activity, damage, and treatment on employment outcomes and transitions in patients with SLE. Methods Using data from a single center, we analyzed employment transitions, adjusted mean disease activity ...
Javier Mencia‐Ledo +4 more
wiley +1 more source
Optimizing photovoltaic power prediction at extreme altitudes using stacking metamodels and dimensionality reduction. [PDF]
Huaquipaco S +9 more
europepmc +1 more source
Interstitial lung disease (ILD) is a significant cause of morbidity and mortality in patients with inflammatory rheumatic disorders (IRDs). High‐resolution computed tomography (HRCT) is widely considered the gold standard for the noninvasive assessment of ILD; however, its interpretation is constrained by substantial interobserver variability and the ...
Alexander Pfeil +7 more
wiley +1 more source
Benchmarking of dimensionality reduction methods to capture drug response in transcriptome data. [PDF]
Kwon Y, Park S, Park S, Lee H.
europepmc +1 more source
Bevacizumab and Paclitaxel in Advanced, Hormone Receptor-Positive Breast Cancer: Multifactor Dimensionality Reduction Methodology to Identify Best Overall Survival. [PDF]
Coltelli L +36 more
europepmc +1 more source
EncoderMap III: A Dimensionality Reduction Package for Feature Exploration in Molecular Simulations. [PDF]
Sawade K, Lemke T, Peter C.
europepmc +1 more source
Evaluating Dimensionality Reduction for Patient-Reported Outcome-Based Survival Modeling in Patients With Head and Neck Cancer. [PDF]
Anyimadu EA +6 more
europepmc +1 more source
Magnetoencephalography Dimensionality Reduction Informed by Dynamic Brain States. [PDF]
Cathignol AE +9 more
europepmc +1 more source

