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 …
Detecting adolescent depression through passive monitoring of linguistic markers in smartphone communication
CJ Funkhouser, E Trivedi, LY Li… - Journal of Child …, 2024 - Wiley Online Library
Background Cross sectional studies have identified linguistic correlates of major depressive
disorder (MDD) in smartphone communication. However, it is unclear whether monitoring …
disorder (MDD) in smartphone communication. However, it is unclear whether monitoring …
Digital biomarkers in depression: A systematic review and call for standardization and harmonization of feature engineering
C Zierer, C Behrendt, AC Lepach-Engelhardt - Journal of Affective …, 2024 - Elsevier
Background General physicians misclassify depression in more than half of the cases.
Researchers have explored the feasibility of leveraging passively collected data points, also …
Researchers have explored the feasibility of leveraging passively collected data points, also …
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 …
Multi-Task Learning Using Facial Features for Mental Health Screening
Major depressive disorder (MDD) and post-traumatic stress disorder (PTSD) are prevalent
mental health conditions with severe physical and social impacts. They are expensive and …
mental health conditions with severe physical and social impacts. They are expensive and …
[HTML][HTML] Ethical Dimensions of Digital Phenotyping Within the Context of Mental Healthcare
Digital phenotyping (DP) refers to the emerging field within digital (mental) health that
involves the collection of data from individual's digital devices (smartphones, wearable …
involves the collection of data from individual's digital devices (smartphones, wearable …
Function of proprotein convertase subtilisin/kexin type 9 and its role in central nervous system diseases: An update on clinical evidence
XB Zhu, YY Xu, LC Li, JB Sun, YZ Wang… - Drug Development …, 2024 - Wiley Online Library
Proprotein convertase subtilisin/kexin type 9 (PCSK9) has attracted lots of attention in
preventing the clearance of plasma lowdensity lipoprotein cholesterol (LDLC). PCSK9 …
preventing the clearance of plasma lowdensity lipoprotein cholesterol (LDLC). PCSK9 …
[PDF][PDF] Engagement, acceptability, and effectiveness of the Vira digital behavior change platform: A randomized pilot trial comparing self-care and coach-supported …
Background: Adolescence and early adulthood are pivotal stages for the onset of mental
health disorders and the development of health behaviors. Digital behavioral activation (BA) …
health disorders and the development of health behaviors. Digital behavioral activation (BA) …
[PDF][PDF] Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder
A Shrestha - 2024 - digital.wpi.edu
Prevalent mental health conditions, major depressive disorder (MDD), and posttraumatic
stress disorder (PTSD) have severe physical and social impacts. Detection is difficult and …
stress disorder (PTSD) have severe physical and social impacts. Detection is difficult and …
[PDF][PDF] This manuscript has been accepted for publication in Journal of Child Psychology and Psychiatry. It has not yet undergone copyediting or typesetting.
CJ Funkhouser, E Trivedi, LY Li, F Helgren… - osf.io
Background: Cross-sectional studies have identified linguistic correlates of Major
Depressive Disorder (MDD) in smartphone communication. However, it is unclear whether …
Depressive Disorder (MDD) in smartphone communication. However, it is unclear whether …