A survey on big data-driven digital phenotyping of mental health
The landscape of mental health has undergone tremendous changes within the last two
decades, but the research on mental health is still at the initial stage with substantial …
decades, but the research on mental health is still at the initial stage with substantial …
EmotionCheck: leveraging bodily signals and false feedback to regulate our emotions
In this paper we demonstrate that it is possible to help individuals regulate their emotions
with mobile interventions that leverage the way we naturally react to our bodily signals …
with mobile interventions that leverage the way we naturally react to our bodily signals …
Self-monitoring practices, attitudes, and needs of individuals with bipolar disorder: implications for the design of technologies to manage mental health
Objective To understand self-monitoring strategies used independently of clinical treatment
by individuals with bipolar disorder (BD), in order to recommend technology design …
by individuals with bipolar disorder (BD), in order to recommend technology design …
Towards circadian computing: " early to bed and early to rise" makes some of us unhealthy and sleep deprived
We often think of ourselves as individuals with steady capabilities. However, converging
strands of research indicate that this is not the case. Our biochemistry varies significantly …
strands of research indicate that this is not the case. Our biochemistry varies significantly …
A stigmergic approach to indoor localization using bluetooth low energy beacons
Localization of people and devices is one of the main building blocks of context aware
systems since the user position represents the core information for detecting user's activities …
systems since the user position represents the core information for detecting user's activities …
STDD: short-term depression detection with passive sensing
N Narziev, H Goh, K Toshnazarov, SA Lee, KM Chung… - Sensors, 2020 - mdpi.com
It has recently been reported that identifying the depression severity of a person requires
involvement of mental health professionals who use traditional methods like interviews and …
involvement of mental health professionals who use traditional methods like interviews and …
In situ design for mental illness: Considering the pathology of bipolar disorder in mhealth design
In this paper, we argue that atypical cognitive, perceptual and behavioral characteristics
associated with serious mental illnesses should be taken into consideration when designing …
associated with serious mental illnesses should be taken into consideration when designing …
An update on sleep in bipolar disorders: presentation, comorbidities, temporal relationships and treatment
Sleep and circadian rhythms have been implicated in the onset, course, and treatment of
bipolar disorder. The aim of the present review is to provide an update on emerging …
bipolar disorder. The aim of the present review is to provide an update on emerging …
The relationship between clinical, momentary, and sensor-based assessment of depression
The clinical assessment of severity of depressive symptoms is commonly performed with
standardized self-report questionnaires, most notably the patient health questionnaire (PHQ …
standardized self-report questionnaires, most notably the patient health questionnaire (PHQ …
Toward future-centric personal informatics: Expecting stressful events and preparing personalized interventions in stress management
K Lee, H Cho, K Toshnazarov, N Narziev… - Proceedings of the …, 2020 - dl.acm.org
Stress is caused by a variety of events in our daily lives. By anticipating stressful situations,
we can prepare and better cope with stressors when they actually occur. However, many …
we can prepare and better cope with stressors when they actually occur. However, many …