An encoder-decoder neural network with hierarchical attention predicts breast cancer patients' treatment stage sequences from time-evolving subforum activity graphs, with interpretable attention weights.
Characterizing the sublanguage of online breast cancer forums for medications, symptoms, and emotions,
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DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for Health Stage Prediction in Online Health Forums
An encoder-decoder neural network with hierarchical attention predicts breast cancer patients' treatment stage sequences from time-evolving subforum activity graphs, with interpretable attention weights.