Relapse prediction in schizophrenia through digital phenotyping: a pilot study
Among individuals diagnosed, hospitalized, and treated for schizophrenia, up to 40% of
those discharged may relapse within 1 year even with appropriate treatment. Passively …
those discharged may relapse within 1 year even with appropriate treatment. Passively …
Anomaly detection to predict relapse risk in schizophrenia
The integration of technology in clinical care is growing rapidly and has become especially
relevant during the global COVID-19 pandemic. Smartphone-based digital phenotyping, or …
relevant during the global COVID-19 pandemic. Smartphone-based digital phenotyping, or …
Relationships between smartphone social behavior and relapse in schizophrenia: a preliminary report
Social dysfunction is a hallmark of schizophrenia. Social isolation may increase individuals'
risk for psychotic symptom exacerbation and relapse. Monitoring and timely detection of …
risk for psychotic symptom exacerbation and relapse. Monitoring and timely detection of …
CrossCheck: Integrating self-report, behavioral sensing, and smartphone use to identify digital indicators of psychotic relapse.
Objective: This purpose of this study was to describe and demonstrate CrossCheck, a
multimodal data collection system designed to aid in continuous remote monitoring and …
multimodal data collection system designed to aid in continuous remote monitoring and …
Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia
Digital phenotyping, or the moment-by-moment quantification of the individual-level human
phenotype in situ using data from personal digital devices and smartphones, in particular …
phenotype in situ using data from personal digital devices and smartphones, in particular …
Smartphone sensing of social interactions in people with and without schizophrenia
Social impairment is a cardinal feature of schizophrenia spectrum disorders (SZ). Smaller
social network size, diminished social skills, and loneliness are highly prevalent. Existing …
social network size, diminished social skills, and loneliness are highly prevalent. Existing …
Distinguishing prodromal from first-episode psychosis using neuroanatomical single-subject pattern recognition
S Borgwardt, N Koutsouleris, J Aston… - Schizophrenia …, 2013 - academic.oup.com
Background: The at-risk mental state for psychosis (ARMS) and the first episode of
psychosis have been associated with structural brain abnormalities that could aid in the …
psychosis have been associated with structural brain abnormalities that could aid in the …
Identification of blood-based molecular signatures for prediction of response and relapse in schizophrenia patients
The current inability of psychiatric medicine to objectively select the most appropriate
treatment or to predict imminent relapse are major factors contributing to the severity and …
treatment or to predict imminent relapse are major factors contributing to the severity and …
CrossCheck: toward passive sensing and detection of mental health changes in people with schizophrenia
Early detection of mental health changes in individuals with serious mental illness is critical
for effective intervention. CrossCheck is the first step towards the passive monitoring of …
for effective intervention. CrossCheck is the first step towards the passive monitoring of …
Digital phenotyping adherence, feasibility, and tolerability in outpatients with schizophrenia
Digital phenotyping has potential for use as an objective and ecologically valid form of
symptom assessment in clinical trials for schizophrenia. However, there are critical …
symptom assessment in clinical trials for schizophrenia. However, there are critical …