A simplified risk score chart for estimating the risk of mechanical ventilation in children with dengue shock syndrome.

<p>The total points ranged from -2 to 46, corresponding to a probability of mechanical ventilation ranging from 0% to 100%.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Nguyen Tat Thanh (10296398) (author)
مؤلفون آخرون:	Vo Thanh Luan (20396381) (author), Do Chau Viet (11639174) (author), Trinh Huu Tung (4217143) (author), Vu Thien (20396384) (author)
منشور في:	2024
الموضوعات:	Biophysics Medicine Cell Biology Biotechnology Developmental Biology Mental Health tertiary pediatric hospital svm models showed shapley additive explanations median patient age including logistic regression highest model discrimination good slope calibration extreme gradient boosting early onset day low brier score based risk score institution retrospective study dengue shock syndrome svm ), k shap model explained robust machine learning 4 &# 8211 xlink "> patients xlink "> machine learning inotropic score study aimed severe dengue knn ), 934 ), 278 patients 170 patients xgboost ). significant predictors severe transaminitis severe bleeding primary outcome nearest neighbor mechanical ventilation literature review lasso method internal validation higher colloid high vasoactive clinical expertise 7 ). 3 %)
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