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trangptm authored Oct 4, 2016
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Expand Up @@ -7,5 +7,6 @@ DeepCare is a deep dynamic model that reads EMR data, infer disease progression
- High-risk prediction: predict if a patient is in high risk (3 unplanned readmissions within a period)

DeepCare uses a LSTM to model the patient's history. It treats each patient as a sequence of admissions. Unlike a typical LSTM model, DeepCare reads input from multiple sources: diagnoses, interventions (procedures/medications), admission time and admission type (unplanned or planned).

Link to the paper:
https://arxiv.org/abs/1602.00357

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