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January 17, 2025SHILAP Revista de lepidopterología142 citationsOpen Access

Challenges and opportunities for digital twins in precision medicine from a complex systems perspective

MDManlio De DomenicoUniversity of PaduaLALuca AllegriUniversity of PaduaGCGuido CaldarelliCa' Foscari University of Venice

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Abstract

Digital twins (DTs) in precision medicine are increasingly viable, propelled by extensive data collection and advancements in artificial intelligence (AI), alongside traditional biomedical methodologies. We argue that including mechanistic simulations that produce behavior based on explicitly defined biological hypotheses and multiscale mechanisms is beneficial. It enables the exploration of diverse therapeutic strategies and supports dynamic clinical decision-making through insights from network science, quantitative biology, and digital medicine.

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Domenico et al. (2025) studied this question.

synapsesocial.com/papers/69ddd76f57c7c8340a5582fchttps://doi.org/10.1038/s41746-024-01402-3
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