Personalized Depression Treatment Effectiveness Treatment
Traditional treatment and medications are not effective for a lot of people who are depressed. A customized alternative treatment for depression and anxiety may be the solution.
Cue is an intervention platform that converts passively acquired sensor data from smartphones into personalised micro-interventions for improving mental health. We examined the most effective-fitting personalized ML models to each person, using Shapley values, in order to understand their characteristic predictors. The results revealed distinct characteristics that changed mood in a predictable manner over time.
Predictors of Mood
depression treatment guidelines is among the ...
Personalized Depression Treatment Effectiveness Treatment
Traditional treatment and medications are not effective for a lot of people who are depressed. A customized alternative treatment for depression and anxiety may be the solution.
Cue is an intervention platform that converts passively acquired sensor data from smartphones into personalised micro-interventions for improving mental health. We examined the most effective-fitting personalized ML models to each person, using Shapley values, in order to understand their characteristic predictors. The results revealed distinct characteristics that changed mood in a predictable manner over time.
Predictors of Mood
depression treatment guidelines is among the most prevalent causes of mental illness.1 However, only about half of those suffering from the disorder receive treatment1. To improve outcomes, healthcare professionals must be able to identify and treat patients who have the highest likelihood of responding to certain treatments.
Personalized depression treatment can help.
