Abstract Deep learning has proven capable of automating key aspects of histopathologic analysis.However, its context-specific nature and continued reliance on large expert-annotated training datasets hinders the development of a critical mass of End Cap Pair applications to garner widespread adoption in clinical/research workflows.Here, we present

Monitoring coral cover can describe the ecology of reef degradation, but rarely can it reveal the proximal mechanisms of change, or achieve its full potential in informing conservation actions.Describing temporal variation in Symbiodiniaceae within corals can help address these limitations, but this is rarely a research priority.Here, we augmented

After intracerebral hemorrhage (ICH), brain edema commonly occurs and can cause death.Along with edema, there are significant alterations in the concentrations of key ions such as sodium, potassium, and chloride, which are essential to brain function.NKCC1, a cation-chloride cotransporter, is upregulated Beads after brain damage, such as traumatic