Individuals with serious mental illness experience changes in their clinical states over time
that are difficult to assess and that result in increased disease burden and care utilization. It …

The need for objective measurement in psychiatry has stimulated interest in alternative
indicators of the presence and severity of illness. Speech may offer a source of information …

Automated speech analysis techniques, when combined with artificial intelligence and
machine learning, show potential in capturing and predicting a wide range of psychosis …

Objectives This study aimed to (1) determine the feasibility of collecting behavioral data from
participants hospitalized with acute psychosis and (2) begin to evaluate the clinical …

Objective There are many barriers to accessing mental health assessments including cost
and stigma. Even when individuals receive professional care, assessments are intermittent …

Objective Measurement‐based care tools in psychiatry are useful for symptom monitoring
and detecting response to treatment, but methods for quick and objective measurement are …

Verbal memory deficits are some of the most profound neurocognitive deficits associated
with schizophrenia and serious mental illness in general. As yet, their measurement in …

AIMS: In this proof-of-principle study, our aim was to test automated speech analyses
combined with Machine Learning to predict later psychosis onset in youths at clinical high …

Psychiatric practice routinely uses semistructured and/or unstructured free text to record the
behavior and mental state of patients. Many of these data are unstructured, lack …

The language and speech of individuals with psychosis reflect their impairments in cognition
and motor processes. These language disturbances can be used to identify individuals with …