A survey on wireless body area networks for ehealthcare systems in residential environments
Current progress in wearable and implanted health monitoring technologies has strong
potential to alter the future of healthcare services by enabling ubiquitous monitoring of …
potential to alter the future of healthcare services by enabling ubiquitous monitoring of …
Wearable, environmental, and smartphone-based passive sensing for mental health monitoring
Collecting and analyzing data from sensors embedded in the context of daily life has been
widely employed for the monitoring of mental health. Variations in parameters such as …
widely employed for the monitoring of mental health. Variations in parameters such as …
[LIVRE][B] Internet of things and big data analytics toward next-generation intelligence
Internet of Things and big data are two sides of the same coin. The advancement of
Information Technology (IT) has increased daily leading to connecting the physical …
Information Technology (IT) has increased daily leading to connecting the physical …
A survey on big data-driven digital phenoty** 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 …
Internet of Things based wireless body area network in healthcare
Internet of things (IoT) based wireless body area network in healthcare moved out from
traditional ways including visiting hospitals and consistent supervision. IoT allow some …
traditional ways including visiting hospitals and consistent supervision. IoT allow some …
[HTML][HTML] Predicting early warning signs of psychotic relapse from passive sensing data: an approach using encoder-decoder neural networks
Background Schizophrenia spectrum disorders (SSDs) are chronic conditions, but the
severity of symptomatic experiences and functional impairments vacillate over the course of …
severity of symptomatic experiences and functional impairments vacillate over the course of …
Does smartphone use drive our emotions or vice versa? A causal analysis
In this paper, we demonstrate the existence of a bidirectional causal relationship between
smartphone application use and user emotions. In a two-week long in-the-wild study with 30 …
smartphone application use and user emotions. In a two-week long in-the-wild study with 30 …
Multi-task learning for randomized controlled trials: a case study on predicting depression with wearable data
A randomized controlled trial (RCT) is used to study the safety and efficacy of new
treatments, by comparing patient outcomes of an intervention group with a control group …
treatments, by comparing patient outcomes of an intervention group with a control group …
Emotion trajectories in smartphone use: Towards recognizing emotion regulation in-the-wild
Emotion has long been acknowledged as an important part of technology user experience.
More recently, research has begun to catalogue ways in which people use technology to …
More recently, research has begun to catalogue ways in which people use technology to …
Patient-generated health data: dimensions, challenges, and open questions
In this review, we present an overview of patient-generated health data (PGHD) research,
focusing on important aspects that inform and define studies in the area. We start by …
focusing on important aspects that inform and define studies in the area. We start by …