We developed a real-time sleep stage classification system with a convolutional neural network using only a one-channel electro-encephalogram source from mice and universally available features in any time-series data raw signal, spectrum, and zeitgeber time. To accommodate historical information from each subject, we included a long short-term…[Read more]

The 12-week ARM-TD and AIM-TD studies in tardive dyskinesia (TD) patients showed statistically significant improvements in TD symptoms with deutetrabenazine. The completed open-label extension (OLE) study (SD-809-C-20) evaluated long-term efficacy and safety of deutetrabenazine in TD.

Patients who completed ARM-TD or AIM-TD enrolled in the…[Read more]

15% (95% CI -105.53 to -76.76) and -89.93% (95% CI -107.03 to -72.83), respectively, two years after starting the program. Death rates did not change. This ASP contributed to decreasing CR-GNB incidence through a sustained reduction in antibiotic use without increasing mortality rates.Autism spectrum disorder (ASD) is characterized by uncommon…[Read more]