New reporting guidelines improve transparency in veterinary pathology AI research

Artificial intelligence (AI) is rapidly transforming veterinary pathology, offering powerful tools for automated image analysis (AIA). These advancements promise greater reproducibility, richer spatial data, and efficiency in interpreting whole-slide images. However, this progress comes with a challenge: ensuring transparency and reproducibility in research that uses these complex, often “black box” models.