EP142 Diagnosis of pain deception using MMPI-2 based on XGBoost machine learning algorithm: a single-blinded randomized controlled trial

Background and AimsAssessing pain deception is challenging due to its subjective nature. This study explores using Minnesota Multiphasic Personality Inventory-2 (MMPI-2) analysis with machine learning (ML) to detect malingering. We hypothesize that ML analysis of MMPI-2 can detect pain deception. Th...

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Bibliographic Details

Published in:	Regional anesthesia and pain medicine Vol. 48; no. Suppl 1; p. A118
Main Authors:	Moon, Ho Sik, Kim, Sung-Jun
Format:	Journal Article
Language:	English
Published:	Secaucus BMJ Publishing Group Ltd 01.09.2023 BMJ Publishing Group LTD
Subjects:	Accuracy Clinical trials Deception ePoster session 4 – Station 6 Machine learning malingering Medical diagnosis MMPI-2 Pain pain deception XGBoost
ISSN:	1098-7339, 1532-8651
Online Access:	Get full text
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