An explainable multimodal artificial intelligence model for classifying suicide attempters with borderline personality disorder: a pilot study
Year: 2025
Type: article
Language: en
Topic: Personality Disorders and Psychopathology
Authors and affiliations:
raw_author_name: Claudio Crema
raw_affiliation_strings: Laboratory of Neuroinformatics, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy. ccrema@fatebenefratelli.eu
Laboratory of Neuroinformatics, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
raw_author_name: Alberto Boccali
raw_affiliation_strings: Laboratory of Neuroinformatics, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
raw_author_name: Alessandra Martinelli
raw_affiliation_strings: Unit of Epidemiological Psychiatry and Digital Mental Health, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
raw_author_name: Silvia De Francesco
raw_affiliation_strings: Laboratory of Neuroinformatics, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
raw_author_name: Serena Meloni
raw_affiliation_strings: Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
raw_author_name: Cesare M. Baronio
raw_affiliation_strings: Laboratory of Neuroinformatics, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
raw_author_name: Roberto Gasparotti
raw_affiliation_strings: Department of Medical and Surgical Specialties, Neuroradiology Unit, University of Brescia, 25123, Brescia, Italy
raw_author_name: Laura Pedrini
raw_affiliation_strings: Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
raw_author_name: Mariangela Lanfredi
raw_affiliation_strings: Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
raw_author_name: Michela Pievani
raw_affiliation_strings: Laboratory of Alzheimer's Neuroimaging and Epidemiology (LANE), IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
raw_author_name: Antonino Carcione
raw_affiliation_strings: Department of Human Science, "Guglielmo Marconi" University, Rome, Italy
Third Centre of Cognitive Psychotherapy-Italian School of Cognitive Psychotherapy (SICC), Rome, Italy
Third Centre of Cognitive Psychotherapy—Italian School of Cognitive Psychotherapy (SICC), Rome, Italy
raw_author_name: Giuseppe Nicolò
raw_affiliation_strings: Third Centre of Cognitive Psychotherapy-Italian School of Cognitive Psychotherapy (SICC), Rome, Italy
Third Centre of Cognitive Psychotherapy—Italian School of Cognitive Psychotherapy (SICC), Rome, Italy
raw_author_name: Antonino Semerari
raw_affiliation_strings: Third Centre of Cognitive Psychotherapy-Italian School of Cognitive Psychotherapy (SICC), Rome, Italy
Third Centre of Cognitive Psychotherapy—Italian School of Cognitive Psychotherapy (SICC), Rome, Italy
raw_author_name: Damiano Archetti
raw_affiliation_strings: Laboratory of Neuroinformatics, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
raw_author_name: Alberto Redolfi
raw_affiliation_strings: Laboratory of Neuroinformatics, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
raw_author_name: Roberta Rossi
raw_affiliation_strings: Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy