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I. A. Soloviev

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Review Open access Oct 2026

Machine learning for predicting and overcoming tumor radioresistance: current approaches

Introduction . Intertumoral differences in biological response to radiation remain a major obstacle to the full personalization of radiotherapy. Radioresistance is driven by multiple factors, including DNA repair, hypoxia, metabolic reprogramming, and cancer stem cells, which renders the search for a single biomarke...

I. A. Soloviev, D. Golubev · 0 citations

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