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Characterising patterns of alcohol use among heavy drinkers: A cluster analysis utilising alcohol biosensor data.

Rachel L GunnJon A SteingrimssonJennifer E MerrillTimothy SouzaNancy Barnett
Published in: Drug and alcohol review (2021)
This is the first study to characterise drinking patterns at the event-level using objective data. Results suggest that it is possible to distinguish drinking episodes based on several characteristics derived from wearable alcohol biosensors. This examination lays the groundwork for future studies to characterise patterns of drinking and their association with consequences of drinking behaviour.
Keyphrases
  • alcohol consumption
  • electronic health record
  • quantum dots
  • blood pressure
  • heart rate
  • sensitive detection
  • machine learning
  • artificial intelligence