Behind the Screen: A Narrative Review on the Translational Capacity of Passive Sensing for Mental Health Assessment
Mental health disorders—including depression, anxiety, trauma-related, and psychotic
conditions—are pervasive and impairing, representing considerable challenges for both …
conditions—are pervasive and impairing, representing considerable challenges for both …
A survey of autonomous monitoring systems in mental health
A Gopalakrishnan, R Gururajan, X Zhou… - … : Data Mining and …, 2024 - Wiley Online Library
Smartphones and personal sensing technologies have made collecting data continuously
and in real time feasible. The promise of pervasive sensing technologies in the realm of …
and in real time feasible. The promise of pervasive sensing technologies in the realm of …
Language sentiment predicts changes in depressive symptoms
The prevalence of depression is a major societal health concern, and there is an ongoing
need to develop tools that predict who will become depressed. Past research suggests that …
need to develop tools that predict who will become depressed. Past research suggests that …
[HTML][HTML] Specific associations of passively sensed smartphone data with future symptoms of avoidance, fear, and physiological distress in social anxiety
Background Prior literature links passively sensed information about a person's location,
movement, and communication with social anxiety. These findings hold promise for …
movement, and communication with social anxiety. These findings hold promise for …
Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare
Researchers in ubiquitous computing have long promised that passive sensing will
revolutionize mental health measurement by detecting individuals in a population …
revolutionize mental health measurement by detecting individuals in a population …
Symptom Detection with Text Message Log Distributions for Holistic Depression and Anxiety Screening
ML Tlachac, M Heinz, M Reisch… - Proceedings of the ACM on …, 2024 - dl.acm.org
Major Depressive Disorder (MDD) and Generalized Anxiety Disorder (GAD) are both
heterogeneous in their clinical presentations, manifesting with unique symptom profiles …
heterogeneous in their clinical presentations, manifesting with unique symptom profiles …
Mental Health and Mobile Communication Profiles of Crowdsourced Participants
ML Tlachac, M Heinz - IEEE Journal of Biomedical and Health …, 2024 - ieeexplore.ieee.org
Major Depressive Disorder (MDD) and Generalized Anxiety Disorder (GAD) are highly
prevalent and burdensome. To increase mental health screening rates, the digital health …
prevalent and burdensome. To increase mental health screening rates, the digital health …
Reading Between the Lines: Identifying the Linguistic Markers of Anhedonia for the Stratification of Depression
Stratifying depressed individuals may help to improve recovery rates by identifying the
subgroups who would benefit from targeted treatments. Detecting depressed individuals …
subgroups who would benefit from targeted treatments. Detecting depressed individuals …
Postgraduate psychological stress detection from social media using BERT-Fused model
M Zhuang, D Cheng, X Lu, X Tan - PloS one, 2024 - journals.plos.org
Postgraduate students face various academic, personal, and social stressors that increase
their risk of anxiety, depression, and suicide. Identifying cost-effective methods of detecting …
their risk of anxiety, depression, and suicide. Identifying cost-effective methods of detecting …
Identifying factors impacting missingness within smartphone-based research: Implications for intensive longitudinal studies of adolescent suicidal thoughts and …
Intensive longitudinal research—including experience sampling and smartphone sensor
monitoring—has potential for identifying proximal risk factors for psychopathology, including …
monitoring—has potential for identifying proximal risk factors for psychopathology, including …