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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Ngā kaituhi matua:	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
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Nature Portfolio 2025-12-01
Rangatū:	Scientific Reports
Ngā marau:	Suicide attempt Borderline personality disorder Artificial intelligence Machine learning Explainable classifier MRI
Urunga tuihono:	https://doi.org/10.1038/s41598-025-31550-9
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!