AIMC Topic: MMPI

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Diagnosis of Pain Deception Using Minnesota Multiphasic Personality Inventory-2 Based on XGBoost Machine Learning Algorithm: A Single-Blinded Randomized Controlled Trial.

Medicina (Kaunas, Lithuania) Dec 2, 2024
: Assessing pain deception is challenging due to its subjective nature. The main goal of this study was to evaluate the diagnostic value of pain deception using machine learning (ML) analysis with the Minnesota Multiphasic Personality Inventory-2 (MM...
Humans Machine Learning Algorithms Female Adult Male Middle Aged Deception Pain Measurement Single-Blind Method Pain MMPI
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Detecting suicidal risk using MMPI-2 based on machine learning algorithm.

Scientific reports Jul 28, 2021
Minnesota Multiphasic Personality Inventory-2 (MMPI-2) is a widely used tool for early detection of psychological maladjustment and assessing the level of adaptation for a large group in clinical settings, schools, and corporations. This study aims t...
Humans Machine Learning Female Risk Factors Young Adult Male Risk Assessment Suicide, Attempted Adolescent Suicide Prevention Suicidal Ideation Suicide ROC Curve Area Under Curve False Positive Reactions MMPI
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Using the Minnesota Multiphasic Personality Inventory-2 restructured form to predict functioning after treatment for borderline personality disorder: A machine learning approach.

Psychological assessment Jan 1, 2025
Insight into predictors of functioning after treatment for borderline personality disorder (BPD) is limited, despite growing recognition that more focus on other aspects of recovery, especially psychosocial functioning, is warranted. The present stud...
Humans Machine Learning Female Young Adult Adult Male Middle Aged Treatment Outcome Outcome Assessment, Health Care Borderline Personality Disorder MMPI Dialectical Behavior Therapy
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