High-accuracy prediction of mutations in nine genes in lung adenocarcinoma via two-stage multi-instance learning on large-scale whole-slide images

Lingyu Zhao, Na Zhao, Ruiqi Zhong, Yiru Niu, Ziyi Chang, Peng Su, Zhihui Wang, Lifang Cui, Bei Wang, Huang Chen, Xiaowen Wang, Xiangbing Kong, Baolin Du, Fei Ren, Dingrong Zhong

Open source

DOI
10.1186/s13000-025-01663-w
Published
2025-06-02
Container
Diagnostic Pathology
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s13000-025-01663-w,
  title = {High-accuracy prediction of mutations in nine genes in lung adenocarcinoma via two-stage multi-instance learning on large-scale whole-slide images},
  author = {Lingyu Zhao and Na Zhao and Ruiqi Zhong and Yiru Niu and Ziyi Chang and Peng Su and Zhihui Wang and Lifang Cui and Bei Wang and Huang Chen and Xiaowen Wang and Xiangbing Kong and Baolin Du and Fei Ren and Dingrong Zhong},
  year = {2025},
  journal = {Diagnostic Pathology},
  doi = {10.1186/s13000-025-01663-w},
  url = {https://doi.org/10.1186/s13000-025-01663-w}
}

RIS

TY  - JOUR
TI  - High-accuracy prediction of mutations in nine genes in lung adenocarcinoma via two-stage multi-instance learning on large-scale whole-slide images
AU  - Lingyu Zhao
AU  - Na Zhao
AU  - Ruiqi Zhong
AU  - Yiru Niu
AU  - Ziyi Chang
AU  - Peng Su
AU  - Zhihui Wang
AU  - Lifang Cui
AU  - Bei Wang
AU  - Huang Chen
AU  - Xiaowen Wang
AU  - Xiangbing Kong
AU  - Baolin Du
AU  - Fei Ren
AU  - Dingrong Zhong
PY  - 2025
JO  - Diagnostic Pathology
DO  - 10.1186/s13000-025-01663-w
UR  - https://doi.org/10.1186/s13000-025-01663-w
ER  - 

APA

Zhao, L., Zhao, N., Zhong, R., Niu, Y., Chang, Z., Su, P., Wang, Z., Cui, L., Wang, B., Chen, H., Wang, X., Kong, X., Du, B., Ren, F., & Zhong, D. (2025). High-accuracy prediction of mutations in nine genes in lung adenocarcinoma via two-stage multi-instance learning on large-scale whole-slide images. Diagnostic Pathology. https://doi.org/10.1186/s13000-025-01663-w

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