Maria Wolfe
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View article: Gray Matter Differences in Adolescent Psychiatric Inpatients: A Machine Learning Study of Bipolar Disorder and Other Psychopathologies
Gray Matter Differences in Adolescent Psychiatric Inpatients: A Machine Learning Study of Bipolar Disorder and Other Psychopathologies Open
Background Bipolar disorder (BD) is among the psychiatric disorders most prone to misdiagnosis, with both false positives and false negatives resulting in treatment delay. We employed a whole‐brain machine learning approach focusing on gra…
View article: Maximum and minimum activity in inpatient adolescents with Bipolar Disorders: Daily-Variability classification of actigraphy pattern with artificial intelligence
Maximum and minimum activity in inpatient adolescents with Bipolar Disorders: Daily-Variability classification of actigraphy pattern with artificial intelligence Open
Measures of daily activity may be objective markers to help differentiate adolescent bipolar disorder (BD). We used chart reviewed actigraphy data collected from 2014 to 2023, and AI methods to classify well-characterized inpatient adolesc…
View article: Addressing Zero-Inflated Scores in Self-Reported Psychiatric Questionnaires: Utilizing Synthetic Minority Over-Sampling Technique (SMOTE) to Classify Mood and Energy Based on Extreme Activity Levels for Adolescents with Bipolar and ADHD
Addressing Zero-Inflated Scores in Self-Reported Psychiatric Questionnaires: Utilizing Synthetic Minority Over-Sampling Technique (SMOTE) to Classify Mood and Energy Based on Extreme Activity Levels for Adolescents with Bipolar and ADHD Open
Accurate classification of bipolar disorder (BD) and attention deficit hyperactivity disorder (ADHD) in adolescents is challenging due to symptom overlap and the prevalence of zero-inflated bias in self-report questionnaires. This study te…
View article: Neural markers of mania that distinguish inpatient adolescents with bipolar disorder from those with other psychopathology
Neural markers of mania that distinguish inpatient adolescents with bipolar disorder from those with other psychopathology Open