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View article: Multimodal Digital Phenotyping Study in Patients With Major Depressive Episodes and Healthy Controls (Mobile Monitoring of Mood): Observational Longitudinal Study
Multimodal Digital Phenotyping Study in Patients With Major Depressive Episodes and Healthy Controls (Mobile Monitoring of Mood): Observational Longitudinal Study Open
Background Mood disorders are among the most common mental health conditions worldwide. Wearables and consumer-grade personal digital devices create digital traces that can be collected, processed, and analyzed, offering a unique opportuni…
View article: Predicting and Monitoring Symptoms in Patients Diagnosed With Depression Using Smartphone Data: Observational Study
Predicting and Monitoring Symptoms in Patients Diagnosed With Depression Using Smartphone Data: Observational Study Open
Background Clinical diagnostic assessments and the outcome monitoring of patients with depression rely predominantly on interviews by professionals and the use of self-report questionnaires. The ubiquity of smartphones and other personal c…
View article: Replicability and reproducibility of data-intensive design research using workflows - example in facial expression synchrony as a measure of empathy
Replicability and reproducibility of data-intensive design research using workflows - example in facial expression synchrony as a measure of empathy Open
Publisher Copyright: © 2024 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.
View article: Mobile Monitoring of Mood (MoMo-Mood): a Multimodal Digital Phenotyping Study with Major Depressive Patients and Healthy Controls
Mobile Monitoring of Mood (MoMo-Mood): a Multimodal Digital Phenotyping Study with Major Depressive Patients and Healthy Controls Open
Background Mood disorders (MD) are among the most common mental health conditions worldwide, significantly contributing to mortality, morbidity, and disability rates. In today’s society, individuals generate digital traces through their in…
View article: Mobile Monitoring of Mood (MoMo-Mood): a Multimodal Digital Phenotyping Study with Major Depressive Patients and Healthy Controls (Preprint)
Mobile Monitoring of Mood (MoMo-Mood): a Multimodal Digital Phenotyping Study with Major Depressive Patients and Healthy Controls (Preprint) Open
BACKGROUND Mood disorders (MD) are among the most common mental health conditions worldwide, significantly contributing to mortality, morbidity, and disability rates. In today's society, individuals generate digital traces through their i…
View article: Predicting and Monitoring Symptoms in Diagnosed Depression Using Mobile Phone Data: An Observational Study
Predicting and Monitoring Symptoms in Diagnosed Depression Using Mobile Phone Data: An Observational Study Open
Background Clinical diagnostic assessments and outcome monitoring of patients with depression rely predominantly on interviews by professionals and the use of self-report questionnaires. The ubiquity of smartphones and other personal consu…
View article: Predicting and Monitoring Symptoms in Patients Diagnosed With Depression Using Smartphone Data: Observational Study (Preprint)
Predicting and Monitoring Symptoms in Patients Diagnosed With Depression Using Smartphone Data: Observational Study (Preprint) Open
BACKGROUND Clinical diagnostic assessments and the outcome monitoring of patients with depression rely predominantly on interviews by professionals and the use of self-report questionnaires. The ubiquity of smartphones and other personal …
View article: Niimpy: A toolbox for behavioral data analysis
Niimpy: A toolbox for behavioral data analysis Open
Behavioral studies using personal digital devices typically produce rich longitudinal datasets of mixed data types. These data provide information about the behavior of users of these devices in real-time and in the users’ natural environm…
View article: Processing of an Audiobook in the Human Brain Is Shaped by Cultural Family Background
Processing of an Audiobook in the Human Brain Is Shaped by Cultural Family Background Open
Perception of the same narrative can vary between individuals depending on a listener’s previous experiences. We studied whether and how cultural family background may shape the processing of an audiobook in the human brain. During functio…
View article: TREATISE-B: a toolbox for exploratory analysis of behavioral time series
TREATISE-B: a toolbox for exploratory analysis of behavioral time series Open
Human mood undergoes fluctuations of various time scales in response to the intrinsic and extrinsic factors and stressors. Disturbed mood fluctuations characterize mood-related disorders, such as major depressive disorder. Due to this, moo…
View article: Processing of a spoken narrative in the human brain is shaped by family cultural background
Processing of a spoken narrative in the human brain is shaped by family cultural background Open
Using neuroimaging, we studied influence of family cultural background on processing of an audiobook in human brain. The audiobook depicted life of two young Finnish men, one with the Finnish and the other with the Russian family backgroun…