A novel diffuse liver nodule detector via integrating semantic edge features and probabilistic uncertainty modeling. [PDF]
Tian L, Liu X, Shi Y, Ji Y, Wang S.
europepmc +1 more source
A Partitioned Coupling Approach for Electromechanics Simulations of Skeletal Muscles Using FEBio
ABSTRACT This work presents a partitioned coupling approach for electromechanical simulations of skeletal muscles. For the first time, we couple our highly specialized electrophysiology solver, which computes both force generation in muscle cells and action potential propagation in muscle fibers, with an external finite element continuum mechanics ...
Carme Homs‐Pons +7 more
wiley +1 more source
JS-Drift: A reproducible Jensen-Shannon divergence procedure for drift-aware client weighting in federated learning. [PDF]
A S, Arumugam S, A E.
europepmc +1 more source
ABSTRACT Due to the widespread usage of specialized piezoelectric actuators in various applications, accurate simulations have become key components of modern design processes. Although simulation tools for piezoelectric devices are widely available, nonlinear effects, which occur when exciting near resonance at elevated amplitudes, are often neglected
Jonas Hölscher +2 more
wiley +1 more source
The cost-effectiveness of telestroke in the treatment of acute ischemic stroke in China. [PDF]
Huang L, Li X, Liu H, Zhou W, Zhang H.
europepmc +1 more source
Multiple ortho‐mosaicking software pipelines produce comparable imagery‐derived wheat phenotypes
Abstract Unmanned aerial systems (UAS) equipped with multispectral and RGB sensors offer valuable data for monitoring crop health and assessing disease severity. However, the wide range of available photogrammetric software complicates software selection for high‐throughput plant phenotyping.
Sanju Shrestha +3 more
wiley +1 more source
HeartSimSage: Attention-Enhanced Graph Neural Networks for Accelerating Cardiac Mechanics Modeling. [PDF]
Shi L, Chen Y, Vedula V.
europepmc +1 more source
Inverse problems for semilinear elliptic PDE with a general nonlinearity a(x,u)$a(x,u)$
Abstract This article studies the inverse problem of recovering a nonlinearity in an elliptic equation Δu+a(x,u)=0$\Delta u + a(x,u) = 0$ from boundary measurements of solutions. Previous results based on first‐order linearization achieve this under a sign condition on ∂ua(x,u)$\partial _u a(x,u)$, and results based on higher order linearization ...
David Johansson +2 more
wiley +1 more source
Impedance-Controlled Molecular Transport Across Multilayer Skin Membranes. [PDF]
Galovic S, Radenkovic MC, Suljovrujic E.
europepmc +1 more source
This study introduces a structurally cascaded physics‐informed graph neural network to model tumor microenvironments accurately. By enforcing a directional dependency from mechanical strain to biochemical secretion, the method eliminates unphysical artifacts and significantly improves predictive accuracy for precision healthcare applications.
Xinyuan Chen +2 more
wiley +1 more source

