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Smartphone sensor data estimate alcohol craving in a cohort of patients with alcohol-associated liver disease and alcohol use disorder.

Tiffany WuGarrick T ShermanSalvatore GiorgiPriya ThanneeruLyle H UngarPatrick S KamathDouglas A SimonettoBrenda L CurtisVijay H Shah
Published in: Hepatology communications (2023)
Smartphone sensors may serve as markers for alcohol craving and mood in alcohol-associated liver disease and alcohol use disorder. Findings suggest that location-based and accelerometer-based features may be associated with alcohol craving. However, data missingness and low participant retention remain challenges. Future studies are needed for further digital phenotyping of relapse risk and progression of liver disease.
Keyphrases
  • alcohol use disorder
  • alcohol consumption
  • physical activity
  • bipolar disorder
  • high throughput
  • machine learning
  • artificial intelligence
  • free survival