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An explainable multimodal artificial intelligence model for classifying suicide attempters with borderline personality disorder: a pilot study

Abstract Borderline Personality Disorder (BPD) is a severe mental disorder marked by emotional dysregulation. Estimates show that 73% of patients with BPD will have, on average, three suicide attempts in their lifetime, with up to 10% of cases resulting in death. Reliable tools to identify risk fact...

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Principais autores: Claudio Crema, Alberto Boccali, Alessandra Martinelli, Silvia De Francesco, Serena Meloni, Cesare M. Baronio, Roberto Gasparotti, Laura Pedrini, Mariangela Lanfredi, Michela Pievani, Antonino Carcione, Giuseppe Nicolò, Antonino Semerari, Damiano Archetti, Alberto Redolfi, Roberta Rossi
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2025-12-01
coleção:Scientific Reports
Assuntos:
Suicide attempt
Borderline personality disorder
Artificial intelligence
Machine learning
Explainable classifier
MRI
Acesso em linha:https://doi.org/10.1038/s41598-025-31550-9
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