Monitoring emotional intensity and variability to forecast depression recurrence in real time in remitted adults.
Objective: Recurrent depressive episodes are preceded by changing mean levels of
repeatedly assessed emotions (eg, feeling restless), which can be detected in real time …
repeatedly assessed emotions (eg, feeling restless), which can be detected in real time …
Risk ahead: Actigraphy-based early-warning signals of increases in depressive symptoms during antidepressant discontinuation
Antidepressant discontinuation increases the risk of experiencing depressive symptoms. In a
repeated single-subject design, we tested whether transitions in depression were preceded …
repeated single-subject design, we tested whether transitions in depression were preceded …
Forecasting the onset of depression with limited baseline data only: A comparison of a person-specific and a multilevel modeling based exponentially weighted …
The onset of depressive episodes is preceded by changes in mean levels of affective
experiences, which can be detected using the exponentially weighted moving average …
experiences, which can be detected using the exponentially weighted moving average …
Real-time detection of mean and variance changes in experience sampling data: A comparison of existing and novel statistical process control approaches
Retrospective analyses of experience sampling (ESM) data have shown that changes in
mean and variance levels may serve as early warning signs of an imminent depression …
mean and variance levels may serve as early warning signs of an imminent depression …
[HTML][HTML] Validation of cost-efficient EEG experimental setup for neural tracking in an auditory attention task
When individuals listen to speech, their neural activity phase-locks to the slow temporal
rhythm, which is commonly referred to as “neural tracking”. The neural tracking mechanism …
rhythm, which is commonly referred to as “neural tracking”. The neural tracking mechanism …
[HTML][HTML] Early detection of SARS-CoV-2 epidemic waves: lessons from the syndromic surveillance in Lombardy, Italy
G Bagarella, M Maistrello, M Minoja, O Leoni… - International Journal of …, 2022 - mdpi.com
We evaluated the performance of the exponentially weighted moving average (EWMA)
model for comparing two families of predictors (ie, structured and unstructured data from …
model for comparing two families of predictors (ie, structured and unstructured data from …
[HTML][HTML] Web-based surveillance of respiratory infection outbreaks: retrospective analysis of Italian COVID-19 epidemic waves using Google Trends
Introduction Large-scale diagnostic testing has been proven insufficient to promptly monitor
the spread of the Coronavirus disease 2019. Electronic resources may provide better insight …
the spread of the Coronavirus disease 2019. Electronic resources may provide better insight …
Modelling motion energy in psychotherapy: A dynamical systems approach
I Dattner - British Journal of Mathematical and Statistical …, 2024 - Wiley Online Library
In this study we introduce an innovative mathematical and statistical framework for the
analysis of motion energy dynamics in psychotherapy sessions. Our method combines …
analysis of motion energy dynamics in psychotherapy sessions. Our method combines …
[HTML][HTML] A proof of concept study on individual trends in suicidal ideation: an ecological momentary assessment study of 5 patients over three months
C Nuij, W Van Ballegooijen, AC Smit… - Journal for Person …, 2023 - ncbi.nlm.nih.gov
Background Suicidal ideation (SI) is a significant and long-lasting mental health problem,
with a third of individuals still experiencing SI after two years. To date, most Ecological …
with a third of individuals still experiencing SI after two years. To date, most Ecological …
Warning signals for mental health problems in at‐risk young adults may be informed by momentary emotions reported by the general population: A novel application …
Statistical process control (SPC) was recently introduced as a method for detecting person‐
specific warning signals for mental ill‐health. Such warning signals occur when a person's …
specific warning signals for mental ill‐health. Such warning signals occur when a person's …