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April 30, 2026Nature CommunicationsOpen Access

The current and future landscape of AI foundation models for cancer management

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Authors

CNChuang NiuGWGe Wang

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Overview

Analysis highlights the role of AI foundation models in cancer management, indicating future advancements.

Key Points

  • The aim is to analyze AI foundation models and their transformative impact on cancer management.
  • Analyzed state-of-the-art AI foundation models in cancer management.
  • Discussed their current effects and potential future developments.
  • Current AI FMs significantly enhance cancer management strategies.
  • Future models will feature multimodality and improved reasoning capabilities.

Cite This Study

Niu et al. (2026) studied this question.

synapsesocial.com/papers/69f2f0e31e5f7920c6386e8ahttps://doi.org/10.1038/s41467-026-72576-5
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Foundation models in healthcare: a comprehensive review from technical advances to clinical translation2026
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  3. 3General artificial intelligence for the diagnosis and treatment of cancer: the rise of foundation models2025 · 2 citations
  4. 4The role of artificial intelligence-based foundation models and “copilots” in cancer pathology: potential and challenges2025 · 10 citations
  5. 5Foundation models in computational pathology: methods, applications and clinical implications2026 · 1 citations