Concepedia

A vision–language foundation model for precision oncology

Jinxi Xiang, Xiyue Wang, Xiaoming Zhang, Yinghua Xi, Feyisope Eweje, Yijiang Chen, Yuchen Li, Colin P. Bergstrom, Matthew Gopaulchan, Ted Kim,

Nature · 2025 · 169 citations · 50 references

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References

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Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

Freddie Bray, Jacques Ferlay, Isabelle Soerjomataram et al. · CA A Cancer Journal for Clinicians · 2018 · 87.7K citations · Full text

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Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

Freddie Bray, Mathieu Laversanne, Hyuna Sung et al. · CA A Cancer Journal for Clinicians · 2024 · 23.1K citations · Full text

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The Cancer Genome Atlas Pan-Cancer analysis project

John N. Weinstein, Gordon B. Mills, Kenna Shaw et al. · Nature Genetics · 2013 · 9.5K citations · Full text

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Pembrolizumab plus Chemotherapy in Metastatic Non–Small-Cell Lung Cancer

Leena Gandhi, Delvys Rodríguez‐Abreu, Shirish M. Gadgeel et al. · New England Journal of Medicine · 2018 · 6.6K citations · Full text

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Learning Transferable Visual Models From Natural Language Supervision

Alec Radford, Jong Wook Kim, Chris Hallacy et al. · arXiv (Cornell University) · 2021 · 5.3K citations · Full text

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