Transforming pediatric ENT documentation: Efficiency, accuracy, and adoption of speech recognition technology (Speaknosis).

Introduction: Efficient and accurate medical documentation ensures patient safety, continuity of care, and clinician satisfaction. Speech recognition technology has emerged as a promising alternative to traditional documentation methods, potentially reducing administrative burden and improving workflow efficiency. However, concerns about accuracy, consistency, and clinical adoption remain significant barriers to its integration into medical practice.

Latent circuit inference from heterogeneous neural responses during cognitive tasks.

Higher cortical areas carry a wide range of sensory, cognitive and motor signals mixed in heterogeneous responses of single neurons tuned to multiple task variables. Dimensionality reduction methods that rely on correlations between neural activity and task variables leave unknown how heterogeneous responses arise from connectivity to drive behavior. We develop the latent circuit model, a dimensionality reduction approach in which task variables interact via low-dimensional recurrent connectivity to produce behavioral output.

Summertime net community production (NCP) via underway measurements of O/Ar and its control on CO flux in the northern Gulf of Mexico.

This study provides a comprehensive evaluation of metabolic status in the northern Gulf of Mexico (nGOM) using high-resolution O/Ar-derived net community production (NCP) and air-sea CO flux data from the Gulf of Mexico Ecosystems and Carbon (GOMECC) expedition in summer 2021. We found that the entire nGOM is a weak CO source to the atmosphere and net heterotrophic during the summertime. Focusing on both coastal and basin areas, with a particular emphasis on the diverse coastal ecosystems of the nGOM, we identified the Mississippi-Atchafalaya River Plume as an autotrophic hotspot, exhibiting interquartile NCP values between 28.

Improving Postsurgical Management of Rhinoplasty: A Comprehensive Review of Existing Literature.

Rhinoseptoplasty addresses both nasal deformities and functional issues. Effective postoperative care is essential for optimal recovery, as complications such as swelling, bruising, and pain can adversely affect healing and patient satisfaction. Proper postoperative care emphasizes the significance of comprehensive management strategies.

Novel Immune Response Evasion Strategy to Redose Adeno-associated Viral Vectors and Prolong Survival in Surfactant Protein-B Deficient Mice.

Surfactant protein-B (SP-B) deficiency is a lethal neonatal respiratory disease with few therapeutic options. Gene therapy using adeno-associated viruses (AAV) to deliver human cDNA (AAV-hSPB) can improve survival in a mouse model of SP-B deficiency. However, the effect of this gene therapy wanes.