Speaker diarization is a task to label audio or video recordings with classes that correspond
to speaker identity, or in short, a task to identify “who spoke when”. In the early years …

Death by suicide is the seventh leading death cause worldwide. The recent advancement in
Artificial Intelligence (AI), specifically AI applications in image and voice processing, has …

Speech-based diaries from mobile phones can capture paralinguistic patterns that help
detect mental illness symptoms such as suicidal ideation. However, previous studies have …

Background Screening for suicidal ideation in high-risk groups such as US veterans is
crucial for early detection and suicide prevention. Currently, screening is based on clinical …

Background Emergency departments (ED) are an important intercept point for identifying
suicide risk and connecting patients to care, however, more innovative, person-centered …

Objective Asthma is a common chronic illness affecting 19 million US adults. Inhaled
corticosteroids are a safe and effective treatment for asthma, yet, medication adherence …

Researchers are interested in understanding the emotions of couples as it relates to
relationship quality and dyadic management of chronic diseases. Currently, the process of …

The last decade has witnessed the development of sophisticated biobehavioral and genetic,
ambulatory, and other measures that promise unprecedented insight into psychiatric …

Home healthcare (HHC), which is defined as skilled healthcare that is provided to an
individual in their own home environment, is one of the fastest-growing segments of the …

Couples generally manage chronic diseases together and the management takes an
emotional toll on both patients and their romantic partners. Consequently, recognizing the …