Edge intelligence for poultry welfare: Utilizing tiny machine learning neural network processors for vocalization analysis.

The health of poultry flock is crucial in sustainable farming. Recent advances in machine learning and speech analysis have opened up opportunities for real-time monitoring of the behavior and health of flock. However, there has been little research on using Tiny Machine Learning (Tiny ML) for continuous vocalization monitoring in poultry.

Curvilinear regression analysis and ranking of migraine treatment drugs using degree-based topological indices and the WASPAS method.

Topological indices, derived from molecular graphs, provide valuable numerical descriptors for the comprehensive analysis of pharmaceuticals. These indices are pivotal in the physicochemical characterization and predictive assessment of various drugs. In this study, we calculate several degree-based topological indices for a range of migraine treatment medications, including aspirin, caffeine, eletriptan, ergotamine, sumatriptan, rizatriptan, verapamil, diclofenac, frovatriptan, and droperidol.

Green synthesis of propolis mediated silver nanoparticles with antioxidant, antibacterial, anti-inflammatory properties and their burn wound healing efficacy in animal model.

Developing an efficient and cost-effective wound-healing substance to treat wounds and regenerate skin is desperately needed in the current world. The present study evaluatedwound healing andantioxidant, antibacterial, anti-inflammatory activities of propolis mediated silver nanoparticles. Extract of Bee propolis from northeast Punjab, Pakistan, has been prepared via maceration and subjected to chemical identification.