FuTCM-PDD: a multi-level information fusion framework integrating KAN modeling and AutoML for phenotype-based drug discovery from Traditional Chinese Medicine

Zewen Wang, Yanxia Liu, Yue Ren, Qun Li, Jiaye Tian, Bin Yu, Yuezhong Zhu, Jiaqi Wang, Miao Li, Liansheng Qiao, Yanling Zhang

Open source

DOI
10.1186/s13020-026-01490-1
Published
2026-09-21
Container
Chinese Medicine
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s13020-026-01490-1,
  title = {FuTCM-PDD: a multi-level information fusion framework integrating KAN modeling and AutoML for phenotype-based drug discovery from Traditional Chinese Medicine},
  author = {Zewen Wang and Yanxia Liu and Yue Ren and Qun Li and Jiaye Tian and Bin Yu and Yuezhong Zhu and Jiaqi Wang and Miao Li and Liansheng Qiao and Yanling Zhang},
  year = {2026},
  journal = {Chinese Medicine},
  doi = {10.1186/s13020-026-01490-1},
  url = {https://doi.org/10.1186/s13020-026-01490-1}
}

RIS

TY  - JOUR
TI  - FuTCM-PDD: a multi-level information fusion framework integrating KAN modeling and AutoML for phenotype-based drug discovery from Traditional Chinese Medicine
AU  - Zewen Wang
AU  - Yanxia Liu
AU  - Yue Ren
AU  - Qun Li
AU  - Jiaye Tian
AU  - Bin Yu
AU  - Yuezhong Zhu
AU  - Jiaqi Wang
AU  - Miao Li
AU  - Liansheng Qiao
AU  - Yanling Zhang
PY  - 2026
JO  - Chinese Medicine
DO  - 10.1186/s13020-026-01490-1
UR  - https://doi.org/10.1186/s13020-026-01490-1
ER  - 

APA

Wang, Z., Liu, Y., Ren, Y., Li, Q., Tian, J., Yu, B., Zhu, Y., Wang, J., Li, M., Qiao, L., & Zhang, Y. (2026). FuTCM-PDD: a multi-level information fusion framework integrating KAN modeling and AutoML for phenotype-based drug discovery from Traditional Chinese Medicine. Chinese Medicine. https://doi.org/10.1186/s13020-026-01490-1

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