The WPA-lancet psychiatry commission on the future of psychiatry
Background This Commission addresses several priority areas for psychiatry over the next
decade, and into the 21st century. These represent challenges and opportunities for the …
decade, and into the 21st century. These represent challenges and opportunities for the …
[HTML][HTML] A systematic review of smartphone-based human activity recognition methods for health research
Smartphones are now nearly ubiquitous; their numerous built-in sensors enable continuous
measurement of activities of daily living, making them especially well-suited for health …
measurement of activities of daily living, making them especially well-suited for health …
A comparative study of social network models: Network evolution models and nodal attribute models
This paper reviews, classifies and compares recent models for social networks that have
mainly been published within the physics-oriented complex networks literature. The models …
mainly been published within the physics-oriented complex networks literature. The models …
Community structure in time-dependent, multiscale, and multiplex networks
Network science is an interdisciplinary endeavor, with methods and applications drawn from
across the natural, social, and information sciences. A prominent problem in network …
across the natural, social, and information sciences. A prominent problem in network …
Communities in networks
“But although, as a matter of history, statistical mechanics owes its origin to investigations in
thermodynamics, it seems eminently worthy of an independent development, both on …
thermodynamics, it seems eminently worthy of an independent development, both on …
Intensity and coherence of motifs in weighted complex networks
The local structure of unweighted networks can be characterized by the number of times a
subgraph appears in the network. The clustering coefficient, reflecting the local configuration …
subgraph appears in the network. The clustering coefficient, reflecting the local configuration …
Understanding the demographics of Twitter users
Every second, the thoughts and feelings of millions of people across the world are recorded
in the form of 140-character tweets using Twitter. However, despite the enormous potential …
in the form of 140-character tweets using Twitter. However, despite the enormous potential …
Generalizations of the clustering coefficient to weighted complex networks
The recent high level of interest in weighted complex networks gives rise to a need to
develop new measures and to generalize existing ones to take the weights of links into …
develop new measures and to generalize existing ones to take the weights of links into …
[HTML][HTML] New tools for new research in psychiatry: a scalable and customizable platform to empower data driven smartphone research
Background: A longstanding barrier to progress in psychiatry, both in clinical settings and
research trials, has been the persistent difficulty of accurately and reliably quantifying …
research trials, has been the persistent difficulty of accurately and reliably quantifying …
[HTML][HTML] Harnessing smartphone-based digital phenotyping to enhance behavioral and mental health
Technology has a long track record of enabling and accelerating scientific discovery and
innovation. Two prime examples are the telescope and the microscope; although these …
innovation. Two prime examples are the telescope and the microscope; although these …