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Table 2 The reduction in future Systolic Blood Pressure (SBP) in mmHg

From: Personalized hypertension treatment recommendations by a data-driven model

Algorithm

SBP reduction (mmHg)

Deterministic

Randomized

LASSO

− 10.71 (0.34)

− 10.73 (0.35)

CART

− 10.24 (0.55)

− 10.28 (0.54)

OLS + KNN

− 13.28 (0.34)

− 13.27 (0.34)

DRLR + KNN

− 14.22 (0.5)

− 14.21 (0.49)

Current regimen

− 8.31 (0.08)

 

Standard of care

− 8.35 (0.07)

 
  1. Current regimen refers to the predicted outcome if the patient continues on the current prescription in the record. Standard of care refers to true outcome under the regimen prescribed by clinicians; mean (standard deviation)
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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