TY  - JOUR 
AU  - Penny Dimri, Jahan C.
AU  - Bergmeir, Christoph Norbert
PY  - 2023
UR  - https://hdl.handle.net/10481/85271
AB  - Machine learning (ML) is increasingly applied to predict adverse postoperative outcomes in
cardiac surgery. Commonly used ML models fail to translate to clinical practice due to
absent model explainability, limited uncertainty quantification, and no...
LA  - eng
PB  - Plos One
TI  - Paying attention to cardiac surgical risk: An interpretable machine learning approach using an uncertainty-aware attentive neural network
DO  - 10.1371/journal.pone.0289930
ER  -