Estimating causal effects of rare treatments on binary outcomes: addressing sample size requirements and bias correction. [PDF]
Sanim AI, Rahman MS, Latif MAHM.
europepmc +1 more source
Bulk brain tissue cell-type deconvolution with bias correction for single-nuclei RNA sequencing data using DeTREM. [PDF]
O'Neill NK +7 more
europepmc +1 more source
ABSTRACT Objective Autoimmune glial fibrillary acidic protein astrocytopathy (GFAP‐A) is an inflammatory central nervous system disorder with variable outcomes. Relapse occurs in a subset of patients, but early predictors remain unclear. We aimed to identify admission‐available features associated with 1‐year recurrence and develop an interpretable ...
Qingting Hong +10 more
wiley +1 more source
Optimized decomposition and deep learning with bias correction for reliable runoff point-interval prediction. [PDF]
Ma H +4 more
europepmc +1 more source
State-Specific Prevalence of Severe Obesity Among Adults in the US Using Bias Correction of Self-Reported Body Mass Index. [PDF]
Zhao L +5 more
europepmc +1 more source
Anticoagulation Treatment Response Among Phenotypic ESUS Clusters: Evidence From CASPR
ABSTRACT Objective To evaluate treatment effect heterogeneity across phenotypic clusters of patients with cryptogenic embolic stroke using causal inference methods. Methods From a retrospective, multicenter cohort of patients with cryptogenic embolic stroke, we estimated the treatment effect of anticoagulation versus antiplatelet therapy in patients ...
Elena Badillo Goicoechea +53 more
wiley +1 more source
Bayesian Mendelian randomization methods for index trait bias correction in subsequent trait genome-wide association studies. [PDF]
Adhikari N +3 more
europepmc +1 more source
Partial Verification Bias Correction Using Inverse Probability Bootstrap Sampling for Binary Diagnostic Tests. [PDF]
Arifin WN, Yusof UK.
europepmc +1 more source
Objective We aimed to construct and evaluate the first laboratory‐based frailty index (FI‐Lab) for predicting adverse outcomes in systemic lupus erythematosus (SLE) and to compare its predictive ability to that of an existing clinical FI. Methods We used data from a single‐center prospective cohort of adult patients with SLE whose baseline visit ...
Grace Burns +2 more
wiley +1 more source
Comparative evaluation of gene selection approaches in transcriptomics: bias correction and visualization with TransPro. [PDF]
Yu D +6 more
europepmc +1 more source

