HistoChat: Instruction-tuning multimodal vision language assistant for colorectal histopathology on limited data.

Artificial intelligence (AI) has the potential to greatly enhance diagnostic pathology, including the analysis of tissue samples to detect diseases such as colorectal cancer. This study explores how large language models (LLMs) and multimodal LLMs (MLLMs) can improve histopathological analysis by using medical data to aid diagnostics. However, challenges such as data quality and availability limit their effectiveness.

Two Decades at 21%: Unchanging Gender Disparities in Rhinology Fellowships.

BackgroundThe representation of women in otolaryngology has increased significantly over recent decades, yet discrepancies remain in certain subspecialties, including rhinology. Despite overall improvements in gender equity within otolaryngology, the specific demographic trends and scholarly productivity of fellowship-trained rhinologists have not been thoroughly examined.ObjectiveWe aimed to address this gap by examining demographic trends and academic productivity among rhinology fellowship graduates.

Imidazolate-Stabilized Cu(III): Dioxygen to Oxides at Type 3 Copper Sites.

Imidazole ligation of metals through histidine is extensive among metalloproteins, yet the role of the imidazolate conjugate base is often neglected, despite its potential accessibility when bonded to an oxidized metal center. Using synthetic models of oxygenated tyrosinase enzymes ligated exclusively by monodentate imidazoles, we find that deprotonation of the μ-η:η-peroxidodicopper(II) species triggers redox isomerization to an imidazolate-ligated bis(μ-oxido)dicopper(III) species. Formal two-electron oxidation to Cu(III) remains biologically unprecedented, yet is effected readily by addition of base.