Empowering atrial fibrillation detection with TabPFN and SHAP interpretation based on ECG-derived features: a dual-center temporal validation study

Mingming Chen, Tenglong Li, Zihan Wang, Xiaojue Fan, Haoming Xu, Yafeng Zhou, Min Hu

Open source

DOI
10.1186/s12872-026-05936-0
Published
2026-04-30
Container
BMC Cardiovascular Disorders
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s12872-026-05936-0,
  title = {Empowering atrial fibrillation detection with TabPFN and SHAP interpretation based on ECG-derived features: a dual-center temporal validation study},
  author = {Mingming Chen and Tenglong Li and Zihan Wang and Xiaojue Fan and Haoming Xu and Yafeng Zhou and Min Hu},
  year = {2026},
  journal = {BMC Cardiovascular Disorders},
  doi = {10.1186/s12872-026-05936-0},
  url = {https://doi.org/10.1186/s12872-026-05936-0}
}

RIS

TY  - JOUR
TI  - Empowering atrial fibrillation detection with TabPFN and SHAP interpretation based on ECG-derived features: a dual-center temporal validation study
AU  - Mingming Chen
AU  - Tenglong Li
AU  - Zihan Wang
AU  - Xiaojue Fan
AU  - Haoming Xu
AU  - Yafeng Zhou
AU  - Min Hu
PY  - 2026
JO  - BMC Cardiovascular Disorders
DO  - 10.1186/s12872-026-05936-0
UR  - https://doi.org/10.1186/s12872-026-05936-0
ER  - 

APA

Chen, M., Li, T., Wang, Z., Fan, X., Xu, H., Zhou, Y., & Hu, M. (2026). Empowering atrial fibrillation detection with TabPFN and SHAP interpretation based on ECG-derived features: a dual-center temporal validation study. BMC Cardiovascular Disorders. https://doi.org/10.1186/s12872-026-05936-0

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