Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task

NeurIPS 2012 Jenna WiensEric HorvitzJohn V. Guttag

A patient's risk for adverse events is affected by temporal processes including the nature and timing of diagnostic and therapeutic activities, and the overall evolution of the patient's pathophysiology over time. Yet many investigators ignore this temporal aspect when modeling patient risk, considering only the patient's current or aggregate state... (read more)

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