Multimodal Early Septic Shock Prediction Model Using Lasso Regression with Decaying Response.

Ibrahim Hammoud,I. V. Ramakrishnan,Mark Henry, Eric Morley

2020 IEEE International Conference on Healthcare Informatics (ICHI)（2020）

Cited 3|Views3

Key words

multimodal early septic shock prediction model,lasso regression,decaying response,sepsis,multimodal early prediction system,laboratory time series data,septic shock event,modified response decay,early deterioration,ICU patients,ROC AUC,earlier prediction time,median detection time trade-off,model selection step

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