Enabling Communication Resiliency in the Connected Car Environment. [PDF]
Guerrero-Ibáñez A +3 more
europepmc +1 more source
This paper presents a computer vision (deep learning) pipeline integrating YOLOv8 and YOLOv9 for automated detection, segmentation, and analysis of rosette cellulose synthase complexes in freeze‐fracture electron microscopy images. The study explores curated dataset expansion for model improvement and highlights pipeline accuracy, speed ...
Siri Mudunuri +6 more
wiley +1 more source
Exploring opportunities to integrate climate change into Gross National Happiness for Bhutan and its application for global wellbeing-centred Climate Resilient Development. [PDF]
Dorji T, Morrison-Saunders A, Blake D.
europepmc +1 more source
Autonomous X‐Ray Fluorescence Mapping for Nanoscale Chemical Speciation of Fine Particulate Matter
We present X‐AutoMap, an autonomous X‐ray fluorescence mapping framework that integrates real‐time analysis with rule‐based computer vision to selectively target chemically relevant regions. By avoiding background‐dominated areas, the method reduces acquisition time by fourfold while enabling accurate particle‐level speciation.
Carlos Deleon +3 more
wiley +1 more source
Analytical policy commentary: Multi-prong strategies for effective climate-resilient community-based health programming in humanitarian settings and beyond. [PDF]
Gebremeskel AT +5 more
europepmc +1 more source
This research demonstrates that the combination of domain knowledge–based multiple regression, multi‐objective Bayesian optimization, and generative models is a suitable prediction tool for candidates of high refractive index polymers, even with the constraints in the model trained on limited data. The experimental validation can reproduce the proposed
Takuya Yokoo +3 more
wiley +1 more source
Climate-Related Hazards and Public Health in Latin America and the Caribbean (LAC): A Systematic Review With Meta-Analysis. [PDF]
Husaini DC +3 more
europepmc +1 more source
Comparative Analysis of Model‐Agnostic Explanation Methods in Materials Science
To address the critical lack of explainable artificial intelligence (XAI) benchmarks in materials science, we present a quantitative and qualitative analysis of six XAI methods applied to molecular fingerprints. Our results reveal significant discrepancies in feature importance rankings, demonstrating that the chosen explanation approach introduces ...
Anna Przybyłowska +7 more
wiley +1 more source
Redefining pandemic resilience: a roadmap for post-infectious syndrome preparedness and health system transformation. [PDF]
Schieffer B.
europepmc +1 more source

