Principal Component‐Based Classification of Blazar Candidates of Uncertain Type in the 4FGL/LAT
ABSTRACT We adopted principal component analysis (PCA), linear discriminant analysis (LDA), and support vector machines (SVM), to study classification for a sample of 2708 Fermi blazars: 1142 BL Lac objects (BLLs), 759 flat spectrum radio quasars (FSRQs), and 807 blazar candidates of uncertain type (BCUs).
Wen‐Xin Yang +13 more
wiley +1 more source
Chemical and Physicochemical Water Quality Parameters and Partial Least Squares Discriminant Analysis as Key Tools to Evaluate Dam Influence on Adjacent Surface Waters: Evidence from Bulgarian Reservoirs. [PDF]
Venelinov T +3 more
europepmc +1 more source
ABSTRACT To investigate the long‐term risk of rheumatoid arthritis (RA) among individuals with autism spectrum disorder (ASD), addressing potential immune comorbidity in ASD populations. A population‐based matched cohort was assembled using Swedish registers, including 46,164 individuals diagnosed with ASD between 1987 and 2017, matched to 4,634,895 ...
Evora Hailin Zhu +10 more
wiley +1 more source
DAPCy: a Python package for the discriminant analysis of principal components method for population genetic analyses. [PDF]
Correa Rojo A +4 more
europepmc +1 more source
ABSTRACT Self‐determination has been assessed as an internal psychological construct. External factors may also affect self‐determination, but opportunities to make choices and decisions remain understudied. We developed and evaluated the AASPIRE‐Choices and Decisions Scale (AASPIRE‐CDS), a new measure of autistic adults' opportunities to make choices ...
So Yoon Kim +14 more
wiley +1 more source
Distributed Sparse Manifold-Constrained Optimization Algorithm in Linear Discriminant Analysis. [PDF]
Zhang Y, Chen X, Feng M, Liu J.
europepmc +1 more source
Metabolomic investigation of cisplatin‐induced acute kidney injury in paediatric cancer patients
Aim Cisplatin causes acute kidney injury (AKI) in approximately 46% of paediatric cancer patients who receive it. Serum creatinine (SCr) is a poor biomarker of cisplatin nephrotoxicity, because there is a delay between cisplatin infusion and SCr elevation.
Yong Jin Lim +37 more
wiley +1 more source
Human pluripotent stem cells were differentiated to cTnT+ cardiomyocytes and imaged throughout the process using phase contrast. We predicted differentiation efficiency (cTnT+ area) from phase contrast and compared model performance with a live‐cell cTnT‐GFP reporter.
Austin K. Feeney +6 more
wiley +1 more source
Identifying the Geographical Origin of Wolfberry Using Near-Infrared Spectroscopy and Stacking-Orthogonal Linear Discriminant Analysis. [PDF]
Song S, Wu X, Li M, Wu B.
europepmc +1 more source
ABSTRACT The global manufacturing sector has increasingly adopted circular economy (CE) practices to address sustainability challenges and improve operational efficiency. This study explores the impact of five CE practices—reduce, reuse, remanufacture, recycle, and recover—on key operational performance dimensions: quality, speed, dependability ...
Jose Arturo Garza‐Reyes +5 more
wiley +1 more source

