The landscape of biomedical research and clinical practice is undergoing a structural transition from isolated diagnostic paradigms to unified analytical frameworks. Historically, clinical evaluation relied on compartmentalised observations: radiologists interpreted morphological imaging, pathologists examined histological tissue slices, geneticists analysed targeted DNA sequences and primary care physicians reviewed narrative electronic health records (EHRs). While unimodal

The landscape of artificial intelligence across healthcare and the life sciences is undergoing a structural transformation. Historically constrained by proprietary black-box APIs, prohibitive computational costs, and stringent regulatory requirements regarding patient privacy, healthcare organisations are rapidly re-orienting around open-source, domain-adapted foundation models and local-first execution runtimes. Central to this transition is Hugging Face, which has evolved f