Full connected layer model with self-attention to hourly predict heparin dosage for perioperative cardiac surgery patients.

Shengjun LiuLongxiang SuHuizhen JiangZhenhao WeiBingqing YangJiatong XieAnhui GuoHuaiwu HeWeiguo ZhuYun Long

Published in: Computers in biology and medicine (2024)

This FC + self-attention model is potentially applicable for giving recommendation for healthcare providers to optimize heparin dosage for cardiac surgery patients.

Keyphrases

cardiac surgery
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
acute kidney injury
prognostic factors
peritoneal dialysis
venous thromboembolism
patients undergoing
growth factor
patient reported outcomes