New reporting guidelines improve transparency in veterinary pathology AI research
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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.

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Immune system markers could unleash personalized veterinary care for dogs
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Immune system markers could unleash personalized veterinary care for dogs

New research, published in ImmunoHorizons, paves the way for more personalized veterinary care for dogs that could help dog owners make informed decisions that keep their pets healthier longer. The researchers identified patterns in markers of the immune system that are specific to both individual dogs and breeds of dog. Together these patterns could help develop simple blood tests to inform treatment and diagnostic decisions.

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