Spatial Statistics for Screening Molecular Structures
Deep architectures for materials discovery demand vast training data and obscure the structure‐property link. This review shows how spatial statistics offer a physically grounded alternative: voxelized fields and two‐point correlations, compressed by principal component analysis, yield convex, interpretable descriptors. Lean surrogates then reach sub‐2%
Pranoy Ray, Surya R. Kalidindi
wiley +1 more source
Mapping policy gaps and governance challenges in Kenya's hand hygiene environment: a health policy triangle analysis. [PDF]
Njeri N, Moitui JN, Mberu B, Simiyu SN.
europepmc +1 more source
Robust Reconstruction of Atomic Force Microscopy Tip Shape From Force‐Indentation Curves
A robust method, termed Piecewise Inverse Force Curve Analysis (PIFCA), is introduced for reconstructing the shape of atomic force microscopy (AFM) tips. The approach relies on piecewise linear axisymmetric approximation of the tip shape based on the analysis of force versus indentation depth curves acquired on a soft reference sample.
Logan J. Kirsch +4 more
wiley +1 more source
Giant expansile humeral lesion with soap-bubble appearance mimicking a primary bone tumor: Multiple myeloma as the final diagnosis. [PDF]
Khor ZX.
europepmc +1 more source
Molten aluminum–water explosion triggered by leakage remains the core unresolved safety hazard hindering safe production in aluminum direct chill casting. This review summarizes its explosion mechanism, key influencing factors, prevention technologies, existing gaps, and prospects of intelligent multi‐technology integrated explosion‐proof systems ...
Min Wang +5 more
wiley +1 more source
Using Natural Language Processing to Identify Adverse Drug Events Characterized by Medication Replacement in Primary Care Electronic Medical Records: Algorithm and Validation Study. [PDF]
Katz A +6 more
europepmc +1 more source
Constructing Difference: Maternal Boundary‐Work in Science‐Based and Natural Mom Groups on Facebook
Boundary‐work describes the activities of social groups as they seek to differentiate themselves from others to establish credibility, authority, or to protect their interests. While a growing body of literature explores occupational boundary‐work in health care, limited research has focused on how lay actors practice boundary‐work online.
Darryn DiFrancesco
wiley +1 more source
Hierarchical multi-label structuring of Japanese SOAP clinical notes with large language models. [PDF]
Zhang Z +7 more
europepmc +1 more source
The 5T Paradox of Triclosan: From Toiletries to Toxic Trash, a Growing Threat to Humanity
ABSTRACT Triclosan (TCS) persists as a contaminant of concern in the Anthropocene, despite regulatory actions. Environmental dissemination continues through wastewater effluents, biosolid application, and improper disposal practices. This narrative review synthesizes current evidence regarding triclosan's environmental fate, transformation pathways ...
Temitope Aribigbola +10 more
wiley +1 more source
Acceptability of alcohol-based hand rub during neonatal care in rural Ugandan households: a qualitative study nested within the BabyGel trial. [PDF]
Thorsdalen HH +7 more
europepmc +1 more source

