machine learning

Wearable Activity Sensors + AI May Help to Distinguish Adolescent Bipolar Disorder From ADHD and Other Disorders
Bipolar disorder (BD) can be difficult to diagnose. Patients must experience at least one major depressive episode and at least one manic or hypomanic episode before a diagnosis can be confirmed. (… Read More
Fitbit Data Streams Enabled Accurate Prediction of Mood Shifts in Patients with Bipolar Disorder
Advances in personal digital devices and technologies continue to be translated into potential aids to diagnosis and treatment of psychiatric disorders. A recent example has been reported by… Read More
Youths With Suicide- and Self Injury-Related Emergencies Are Often Missed by Standard Hospital Identification Methods
A study in a large hospital system in Southern California finds that common methods of tracking care in emergency settings are missing many children and adolescents with self-injurious thoughts and… Read More
A Machine-Learning Tool That Predicts PTSD Risk Before Soldiers Are Deployed
Researchers have successfully tested a new method of predicting, prior to deployment, which soldiers serving in a combat zone are at greatest risk of developing PTSD in the months following their… Read More
Functional Connectivity Brain Changes Involving Linkages Between Cognition and Motor Function Are Discerned in OCD Patients
The symptoms of obsessive-compulsive disorder (OCD) can be debilitating. Those affected experience intrusive, distressing, and often irrational thoughts (“obsessions”) which are accompanied by… Read More