Comparison of Methods for Analyzing Environmental Mixtures Effects on Survival Outcomes. [PDF]
Mayer MN +5 more
europepmc +1 more source
Automated Coregistered Segmentation for Volumetric Analysis of Multiparametric Renal MRI
ABSTRACT Purpose This study aims to develop and evaluate a fully automated deep learning‐driven postprocessing pipeline for multiparametric renal MRI, enabling accurate kidney alignment, segmentation, and quantitative feature extraction within a single efficient workflow. Methods Our method has three main stages.
Aya Ghoul +8 more
wiley +1 more source
Bayesian probabilistic projections of proportions with limited data: An application to subnational contraceptive method supply shares. [PDF]
Comiskey H +4 more
europepmc +1 more source
Functional diversity (FD) is an essential community property connecting biodiversity, ecosystem functioning, and conservation objectives. In agricultural landscapes, avian communities, which play key functional roles, are facing large‐scale biodiversity erosion, largely due to land‐use changes.
Pietro Tirozzi +3 more
wiley +1 more source
Wasserstein Regression, Forecasting, and Change‐Point Detection for Daily Traffic Flow Distributions
ABSTRACT We develop a distribution‐valued framework for modeling, forecasting, and monitoring traffic flow counts by treating each day as a probability distribution summarized by jittered empirical quantile signatures. Inference is conducted under the 2‐Wasserstein geometry, which in one dimension is isometric to the L2(0,1)$$ {L}^2\left(0,1\right ...
Abdolnasser Sadeghkhani
wiley +1 more source
Joint Modeling of Longitudinal and Survival Data in Public Health and Biomedical Research: A Systematic Review. [PDF]
Wang W, Bursac Z, Hu N.
europepmc +1 more source
Variable Selection for Illness‐Death Processes Under Dual Observation Schemes
ABSTRACT The classical illness‐death process offers a useful framework for studying the progression of chronic disease while jointly modeling death. In many settings the time of disease progression is not observed directly, but progression status is recorded at intermittent assessment times.
Xianwei Li, Liqun Diao, Richard J. Cook
wiley +1 more source
ABSTRACT Composite endpoints that combine recurrent non‐fatal events with a terminal event are increasingly used in randomized clinical trials, yet conventional time‐to‐first event analyses may obscure clinically relevant information. We compared two statistical frameworks tailored to such endpoints: the joint frailty model (JFM) and the last‐event ...
Adrien Orué +4 more
wiley +1 more source
The LGR5/TFF2 ratio as a stem cell biomarker predicts high-risk status in chronic atrophic gastritis: a retrospective cohort study. [PDF]
Zhang Q +6 more
europepmc +1 more source
Missing comparability: When genomic selection faces field variability. A case study in soybeans
Abstract The processing of phenotypic information prior to training genomic selection (GS) models is a key factor that is frequently overlooked. Several approaches have been proposed to isolate the genetic signal from the field variability. However, in most cases, the estimated genetic signal still carries the field variability print.
Edmundo Caballero +2 more
wiley +1 more source

