Machine learning classification of conduct disorder with high versus low levels of callous-unemotional traits based on facial emotion recognition abilities

Conduct disorder (CD) with high levels of callous-unemotional traits (CD/HCU) has been theoretically linked to specific difficulties with fear and sadness recognition, in contrast to CD with low levels of callous-unemotional traits (CD/LCU). However, experimental evidence for this distinction is mix...

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Veröffentlicht in:	European child & adolescent psychiatry 2023-04, Vol.32 (4), p.589-600
Hauptverfasser:	Pauli, Ruth, Kohls, Gregor, Tino, Peter, Rogers, Jack C., Baumann, Sarah, Ackermann, Katharina, Bernhard, Anka, Martinelli, Anne, Jansen, Lucres, Oldenhof, Helena, Gonzalez-Madruga, Karen, Smaragdi, Areti, Gonzalez-Torres, Miguel Angel, Kerexeta-Lizeaga, Iñaki, Boonmann, Cyril, Kersten, Linda, Bigorra, Aitana, Hervas, Amaia, Stadler, Christina, Fernandez-Rivas, Aranzazu, Popma, Arne, Konrad, Kerstin, Herpertz-Dahlmann, Beate, Fairchild, Graeme, Freitag, Christine M., Rotshtein, Pia, De Brito, Stephane A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Ability Acknowledgment Adolescent Child and Adolescent Psychiatry Conduct disorder Conduct Disorder - diagnosis Conduct Disorder - psychology Emotion recognition Emotions Facial expressions Facial Recognition Fear Fear & phobias Humans Individual differences Learning algorithms Machine learning Medicine Medicine & Public Health Original Contribution Pattern recognition Psychiatry Psychological distress Recognition, Psychology Sadness
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