A graph attention and SAINT-inspired transformer model for predicting postoperative atrial fibrillation: A bidirectional external validation study

Zhiyong Tao, Shize Pan, Shuaishuai Zhang, Zhikai Gao, Yiwei Zhang, Guohua Fan

Open source

DOI
10.1016/j.cmpb.2026.109671
Published
2027-02
Container
Computer Methods and Programs in Biomedicine
Publisher
Elsevier BV
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1016/j.cmpb.2026.109671,
  title = {A graph attention and SAINT-inspired transformer model for predicting postoperative atrial fibrillation: A bidirectional external validation study},
  author = {Zhiyong Tao and Shize Pan and Shuaishuai Zhang and Zhikai Gao and Yiwei Zhang and Guohua Fan},
  year = {2027},
  journal = {Computer Methods and Programs in Biomedicine},
  doi = {10.1016/j.cmpb.2026.109671},
  url = {https://doi.org/10.1016/j.cmpb.2026.109671}
}

RIS

TY  - JOUR
TI  - A graph attention and SAINT-inspired transformer model for predicting postoperative atrial fibrillation: A bidirectional external validation study
AU  - Zhiyong Tao
AU  - Shize Pan
AU  - Shuaishuai Zhang
AU  - Zhikai Gao
AU  - Yiwei Zhang
AU  - Guohua Fan
PY  - 2027
JO  - Computer Methods and Programs in Biomedicine
DO  - 10.1016/j.cmpb.2026.109671
UR  - https://doi.org/10.1016/j.cmpb.2026.109671
ER  - 

APA

Tao, Z., Pan, S., Zhang, S., Gao, Z., Zhang, Y., & Fan, G. (2027). A graph attention and SAINT-inspired transformer model for predicting postoperative atrial fibrillation: A bidirectional external validation study. Computer Methods and Programs in Biomedicine. https://doi.org/10.1016/j.cmpb.2026.109671

Source records