Clinical Assessment of a Lightweight CNN Model for Real-Time Atrial Fibrillation Prediction in Continuous Wearable Monitoring.

Atrial Fibrillation (AFib) represents a prevalent cardiac arrhythmia associated with substantial risk for affected individuals. The integration of wearable devices, coupled with advanced predictive models, opens pathways for non-invasive and real-time monitoring of AFib. This paper outlines the assessment of a lightweight CNN model designed to predict AFib in patients, enabling continuous monitoring through the utilization of wearable devices.

Aspergillus fumigatus mitogenomes and their influence on azole-resistant and -susceptible populations.

The role of the fungal mitochondria goes far beyond energy metabolism. The genomes of 318 Aspergillus fumigatus clinical and environmental isolates from different geographic origins were analyzed aiming to study the mitochondrial sequences from populations sensitive and resistant to azoles. Our results show that A.

Electrocardiographic changes induced by temperature variations in newly hatched Aperema ( Daudin, 1801).

Introduction: Aperema () is a South American semi-aquatic freshwater turtle characterized by a highly curved, dark brown to black carapace and is distributed across Central and South America. Climate change affects freshwater turtles in a number of ways, including temperature, hatchling sex, and survival.

Methods: Therefore, we analyzed temperature variations in these turtles through electrocardiographic recordings, since studies on temperature variations in are limited.

Search for New Resonances Decaying to Pairs of Merged Diphotons in Proton-Proton Collisions at sqrt[s]=13 TeV.

A search is presented for an extended Higgs sector with two new particles, X and ϕ, in the process X→ϕϕ→(γγ)(γγ). Novel neural networks classify events with diphotons that are merged and determine the diphoton masses. The search uses LHC proton-proton collision data at sqrt[s]=13  TeV collected with the CMS detector, corresponding to an integrated luminosity of 138  fb^{-1}.

Biological activity in hydroethanolic extracts from bark, stem, and leaves of the Stryphnodendron adstringens (Mart.) Coville.

Stryphnodendron adstringens (Mart.) Coville, commonly known as "barbatimão," is native to the Cerrado biome in Brazil and belongs to the botanical family Fabaceae. The objective of this study was to evaluate the biological activity of crude hydroethanolic extracts formulated from the bark, leaves, and stems of S.