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Research workflow of this study. (A) We constructed feature vectors using patients’ clinical characteristics and laboratory parameters, and utilized the deep learning architecture proposed in this study for classification tasks. (B) The structural diagram of the model in this study. Input was encoded through a standard ANN (with three linear layers and RELU activation function) and decoded through a transformer.
