fig5

Modeling treatment effect heterogeneity in prophylactic lumbar drainage: a Double Machine Learning reanalysis of EARLYDRAIN

Figure 5. Individualized treatment effect of CSF drainage on vasospasm risk, stratified by mean CSF drainage volume and peak intracranial pressure (ICP) across external ventricular drain (EVD) (left) and prophylactic lumbar drain (LD) (right). Each point represents a patient, with color indicating the estimated treatment effect (CATE) on the risk of vasospasm. Green (negative CATE) represents a reduced risk of vasospasm, while red (positive CATE) represents an increased risk. Cluster relationships are also illustrated (circle = cluster 0; square = cluster 1; triangle = cluster 2; rhombus = cluster 3). CSF: Cerebrospinal fluid.

Artificial Intelligence Surgery
ISSN 2771-0408 (Online)
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