Machine learning-based radiomics from multiparametric MRI for predicting aggressive pathology in clear cell renal cell carcinoma.

Zhan J, Sun L, Cui E, Yang Z, Zhang T, Yu Y, Xu P, Chen J, Zhen X, Yang R

Open source

DOI
10.1186/s12880-025-02046-9
Published
2025 Dec 29
Container
BMC medical imaging
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1186/s12880-025-02046-9,
  title = {Machine learning-based radiomics from multiparametric MRI for predicting aggressive pathology in clear cell renal cell carcinoma.},
  author = {Zhan J and Sun L and Cui E and Yang Z and Zhang T and Yu Y and Xu P and Chen J and Zhen X and Yang R},
  year = {2025},
  journal = {BMC medical imaging},
  doi = {10.1186/s12880-025-02046-9},
  url = {https://doi.org/10.1186/s12880-025-02046-9}
}

RIS

TY  - JOUR
TI  - Machine learning-based radiomics from multiparametric MRI for predicting aggressive pathology in clear cell renal cell carcinoma.
AU  - Zhan J
AU  - Sun L
AU  - Cui E
AU  - Yang Z
AU  - Zhang T
AU  - Yu Y
AU  - Xu P
AU  - Chen J
AU  - Zhen X
AU  - Yang R
PY  - 2025
JO  - BMC medical imaging
DO  - 10.1186/s12880-025-02046-9
UR  - https://doi.org/10.1186/s12880-025-02046-9
ER  - 

APA

J, Z., L, S., E, C., Z, Y., T, Z., Y, Y., P, X., J, C., X, Z., & R, Y. (2025). Machine learning-based radiomics from multiparametric MRI for predicting aggressive pathology in clear cell renal cell carcinoma.. BMC medical imaging. https://doi.org/10.1186/s12880-025-02046-9

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