Personalized Depression cognitive treatment for depression
Traditional therapies and medications don't work lithium for treatment resistant depression a majority of people who are depressed. Personalized ketamine treatment for depression could be the solution.
Cue is an intervention platform that converts passively acquired sensor data from smartphones into customized micro-interventions meds that treat depression and anxiety improve mental health. We looked at the best-fitting personal ML models for each individual using Shapley values, in order to understand their feature predictors. This revealed distinct features that were deterministically changing mood over time.
Predictors of Mood
Depression is one o...
Personalized Depression cognitive treatment for depression
Traditional therapies and medications don't work lithium for treatment resistant depression a majority of people who are depressed. Personalized ketamine treatment for depression could be the solution.
Cue is an intervention platform that converts passively acquired sensor data from smartphones into customized micro-interventions meds that treat depression and anxiety improve mental health. We looked at the best-fitting personal ML models for each individual using Shapley values, in order to understand their feature predictors. This revealed distinct features that were deterministically changing mood over time.
Predictors of Mood
Depression is one of the world's leading causes of mental illness.1 Yet, only half of people suffering from the condition receive treatment1. To improve the outcomes, clinicians need to be able to identify and treat patients who have the highest probability of responding to specific treatments.
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