Computational protocol for hierarchical Bayesian modeling of perception and generalization in fear conditioning. [PDF]
Yu K +3 more
europepmc +1 more source
This paper proposes a decentralized peer‐to‐peer federated learning framework for wind turbine bearing remaining useful life prediction, introducing a virtual client paradigm in which statistical health indicators serve as independent feature‐level clients—enabling privacy‐preserving collaborative prognostics from a single physical asset under ...
Jihene Sidhom +2 more
wiley +1 more source
A hierarchical conformal framework for uncertainty-aware length of stay prediction in multi-hospital settings. [PDF]
Shahbazi MA, Baheri A, Azadeh-Fard N.
europepmc +1 more source
Abstract Soft robots, engineered from highly compliant materials, offer superior adaptability and safety in unstructured environments compared to their rigid counterparts. Recent advancements, fueled by bio‐inspiration and material programmability, have led to the rapid co‐evolution of their core modules: actuation, sensing, protection, energy, and ...
Qiulei Liu +3 more
wiley +1 more source
The Impact of Uncertainty on Forecasting the US Economy
ABSTRACT This paper examines the predictive value of uncertainty measures for key macroeconomic indicators across multiple forecast horizons. We evaluate how different uncertainty proxies—economic policy uncertainty (EPU), VIX, geopolitical risk, and measures of macroeconomic and financial uncertainty—enhance forecast accuracy for industrial production,
Angelica Ghiselli
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
Geographical Pattern of Testicular Cancer Points to Maternal Exposures Behind Increasing Incidence
ABSTRACT Evidence suggests that testicular cancer (TC) originates from germ cell neoplasia in situ arising during fetal development, implying that prenatal environmental exposures may influence disease risk. We investigated whether maternal place of residence during pregnancy is associated with regional variation in TC incidence.
Antti Kaipia +8 more
wiley +1 more source
Centers performance for end-stage kidney replacement therapy: a Bayesian hierarchical logistic regression for a binary kidney transplant status. [PDF]
Woldeyohannes S +3 more
europepmc +1 more source
Nanopore direct RNA sequencing and the epitranscriptome: Advances in mapping native RNA landscapes
Nanopore direct RNA sequencing advances transcriptomics by capturing full‐length transcripts and multiple RNA modifications; this review details its principles, workflows, tools, applications, challenges, and future research potential. Abstract Nanopore direct RNA sequencing (DRS) has transformed transcriptomics by enabling single‐molecule, long‐read ...
Tianyuan Zhang +27 more
wiley +1 more source
Comparing Bayesian random coefficient prediction and latent interaction models for multilevel moderated mediation. [PDF]
Lee S, Kim S.
europepmc +1 more source

