Epilepsia, EarlyView.Cong Fu et al. demonstrate that glymphatic system dysfunction is linked to enhanced inhibitory cortical activity using diffusion MRI and EEG. These findings highlight a mechanistic link between perivascular fluid dynamics and neuronal activity, suggesting a role for glymphatic function in maintaining cortical stability in epilepsy.
Cong Fu +11 more
wiley +1 more source
Morphological and molecular identification of two new wood-inhabiting species (<i>Russulales</i>, <i>Basidiomycota</i>) from China. [PDF]
MycoKeysZhao C, Li Q, Liu X.
europepmc +1 more source
LM-Tests for Linearity Against Smooth Transition Alternatives: A Bootstrap Simulation Study [PDF]
The universal method for testing linearity against smooth transition autoregressive (STAR) alternatives is the linearization of the STAR model around the null nuisance parameter value, and performing F-tests on polynomial regressions in the spirit of the
Jonathan B. Hill
core
Pulse‐based photoplethysmography quality assessment improves wearable seizure detection performance
Epilepsia Open, EarlyView.Pulse‐based photoplethysmography quality assessment improves wearable seizure detection performance. Abstract Objective Wearable photoplethysmography (PPG) is increasingly used for seizure detection due to its ability to unobtrusively estimate heart rate (HR).
Mohammad Shahbakhti +4 more
wiley +1 more source
Synthetic Expansion of Blood Dielectric Spectra at Microwave Frequencies Using Data-Driven Methods. [PDF]
Sensors (Basel)Alhummada I +5 more
europepmc +1 more source
Validation procedures in radiological diagnostic models. Neural network and logistic regression [PDF]
The objective of this paper is to compare the performance of two predictive radiological models, logistic regression (LR) and neural network (NN), with five different resampling methods.
Pedro Delicado +2 more
core
Energy Science &Engineering, EarlyView.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
Bootstrap-based Bandwidth Selection for Semiparametric Generalized Regression Estimators [PDF]
This paper considers the problem of implementing semiparametric extremum estimators of a generalized regression model with an unknown link function. The class of estimator under consideration includes as special cases the semiparametric least-squares ...
Chuan Goh
core
Energy Science &Engineering, EarlyView.This study integrates climatic simulations with machine learning to predict solar and wind energy across Iraq. Results show Random Forest excels for solar (R2 = 0.98) and neural networks for wind (R2 = 0.97), enabling a practical web tool for renewable energy planning. ABSTRACT Driven by the global shift away from fossil fuels, solar and wind resources
Bassam Musheer Kareem +3 more
wiley +1 more source
Morpho-phylogenetic analyses reveal <i>Elliptolagenoidisporium</i> gen. nov. and a new species associated with the medicinal plant <i>Paris</i> sp. from Guizhou Province, China (<i>Helotiales</i>, <i>Lachnaceae</i>). [PDF]
MycoKeysZhang XY, Liu M, Ma J, Chen XF.
europepmc +1 more source