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While deep learning and explainable AI show significant potential in oncological radiomics, their successful clinical implementation requires large, harmonized, multicenter datasets to overcome current limitations in generalizability and interpretability. Novelty: ClaimNovelty.SYNTHESIS. Consensus alignment: ConsensusAlignment.NEUTRAL.

Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization

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