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Virtual trials in medical imaging innovation use computational models to offer a faster, more efficient alternative to traditional clinical trials. Abadi et al. explore crucial aspects for their adoption: credibility through rigorous validation, reproducibility via detailed documentation and standardised formats, and accessibility through data-sharing solutions. Abadi et al. Toward widespread use of virtual trials in medical imaging innovation and regulatory science. Med Phys. 2024.