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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Vydané v:	Regional anesthesia and pain medicine Ročník 48; číslo Suppl 1; s. A118
Hlavní autori:	Moon, Ho Sik, Kim, Sung-Jun
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Secaucus BMJ Publishing Group Ltd 01.09.2023 BMJ Publishing Group LTD
Predmet:	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
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