Artificial intelligence in breast imaging has moved beyond theoretical validation and controlled studies into day-to-day clinical use. The challenge now is not whether AI works in principle, but how it performs within real-world workflows, across diverse patient populations, imaging systems, and service pressures. In practice, implementation rarely follows a linear
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Where We Are Now: The State of Breast Imaging Innovation
Breast imaging is rapidly evolving through AI, multimodal imaging, and workflow innovation. This article explores how clinical practice is shifting from traditional screening toward more personalised, data-driven, and integrated care models. Breast imaging is in a period of sustained transformation. Rather than a single disruptive breakthrough, progress is being driven

