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Tobacco Images Choice and Its Association with Craving and Dependence in People who Smoke Cigarettes.

Marcello SolinasClaudia ChauvetClaire Lafay-ChebassierPaul VanderkamLila BarillotScott J MoellerRita Z GoldsteinXavier NoëlNematollah JaafariArmand Chatard
Published in: Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco (2024)
which should provide a brief description about what the study addsMost of the current measures of tobacco use disorder (TUD) rely on self-reports of consumption, dependence and craving and do not take into consideration the role of drug-related cues in driving tobacco seeking. This study shows that the probabilistic image choice (PIC) task provides an objective, reliable proxy measure of tobacco image seeking behavior in people who smoke cigarettes that is linked to craving (desire) for smoking but not to other measures of TUD. Therefore, the PIC task may be a useful complementary tool for the classification, diagnosis, and prognosis of TUD.
Keyphrases
  • deep learning
  • smoking cessation
  • mental health
  • machine learning
  • emergency department
  • convolutional neural network
  • adverse drug
  • optical coherence tomography