Personality biomarkers of pathological gambling: A machine learning study.

Journal: Journal of neuroscience methods
PMID:

Abstract

BACKGROUND: The application of artificial intelligence to extract predictors of Gambling disorder (GD) is a new field of study. A plethora of studies have suggested that maladaptive personality dispositions may serve as risk factors for GD.

Authors

  • Antonio Cerasa
    Institute of Molecular Bioimaging and Physiology, National Research Council (IBFM-CNR), 88100 Catanzaro, Italy; S. Anna Institute and Research in Advanced Neurorehabilitation (RAN), 88900 Crotone, Italy. Electronic address: antonio.cerasa76@gmail.com.
  • Danilo Lofaro
    de-Health Lab, Department of Mechanical, Energy, Management Engineering, University of Calabria, 87036 Rende (CS), Italy; Kidney and Transplantation Research Center, Annunziata Hospital, 87100 Cosenza, Italy.
  • Paolo Cavedini
    Department of Clinical Neurosciences, Hermanas Hospitalarias, Villa San Benedetto Menni Hospital, FoRiPsi, 22032, Albese con Cassano, Como, Italy.
  • Iolanda Martino
    Institute of Molecular Bioimaging and Physiology, National Research Council (IBFM-CNR), 88100 Catanzaro, Italy.
  • Antonella Bruni
    Psychiatric Unit, Department of Health Science, "Magna Graecia" University, 88100, Catanzaro, Italy.
  • Alessia Sarica
    Institute of Molecular Bioimaging and Physiology, National Research Council (IBFM-CNR), 88100 Catanzaro, Italy.
  • Domenico Mauro
    Centro Clinico "San Vitaliano" - Malattie Neuromuscolari, Centro di Riabilitazione, 88100 Catanzaro, Italy.
  • Giuseppe Merante
    Ascoc, Scuola di Psicoterapia cognitivo-comportamentale. 87040, Castrolibero (CS), Italy.
  • Ilaria Rossomanno
    Institute of Molecular Bioimaging and Physiology, National Research Council (IBFM-CNR), 88100 Catanzaro, Italy.
  • Maria Rizzuto
    Institute of Molecular Bioimaging and Physiology, National Research Council (IBFM-CNR), 88100 Catanzaro, Italy.
  • Antonio Palmacci
    Innovation Lab, Infobyte@, 80124 Naples, Italy.
  • Benedetta Aquino
    Kidney and Transplantation Research Center, Annunziata Hospital, 87100 Cosenza, Italy.
  • Pasquale De Fazio
    Psychiatric Unit, Department of Health Science, "Magna Graecia" University, 88100, Catanzaro, Italy.
  • Giampaolo R Perna
    Department of Clinical Neurosciences, Hermanas Hospitalarias, Villa San Benedetto Menni Hospital, FoRiPsi, 22032, Albese con Cassano, Como, Italy; Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6200, Maastricht, The Netherlands; Department of Psychiatry and Behavioral Sciences, Leonard Miller School of Medicine, Miami University, 33136 -1015, Miami, USA.
  • Elena Vanni
    Department of Clinical Neurosciences, Hermanas Hospitalarias, Villa San Benedetto Menni Hospital, FoRiPsi, 22032, Albese con Cassano, Como, Italy.
  • Giuseppe Olivadese
    Institute of Molecular Bioimaging and Physiology, National Research Council (IBFM-CNR), 88100 Catanzaro, Italy.
  • Domenico Conforti
    de-Health Lab, Department of Mechanical, Energy, Management Engineering, University of Calabria, 87036 Rende (CS), Italy.
  • Gennarina Arabia
    Institute of Neurology, Department of Medicine, "Magna Graecia" University, 88100 Catanzaro, Italy.
  • Aldo Quattrone
    Institute of Molecular Bioimaging and Physiology, National Research Council (IBFM-CNR), 88100 Catanzaro, Italy; Institute of Neurology, Department of Medicine, "Magna Graecia" University, 88100 Catanzaro, Italy.