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Tools for Helping Identify Behavior Disorders: From Parsimonious Nomograms to Machine Learning Models

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psychiatrysocial-and-behavioral-sciences
Objective: Disruptive behavior problems like Oppositional Defiant Disorder (ODD) and Conduct Disorder (CD) are high burden conditions where accurate diagnosis is crucial for effective treatment. We evaluated probability nomograms and machine learning (ML) algorithms (logistic regression, LASSO, SVM,
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