The WPA-lancet psychiatry commission on the future of psychiatry

D Bhugra, A Tasman, S Pathare, S Priebe… - The Lancet …, 2017 - thelancet.com
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 …

[HTML][HTML] A systematic review of smartphone-based human activity recognition methods for health research

M Straczkiewicz, P James, JP Onnela - NPJ Digital Medicine, 2021 - nature.com
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 …

A comparative study of social network models: Network evolution models and nodal attribute models

R Toivonen, L Kovanen, M Kivelä, JP Onnela… - Social networks, 2009 - Elsevier
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 …

Community structure in time-dependent, multiscale, and multiplex networks

PJ Mucha, T Richardson, K Macon, MA Porter… - science, 2010 - science.org
Network science is an interdisciplinary endeavor, with methods and applications drawn from
across the natural, social, and information sciences. A prominent problem in network …

Communities in networks

MA Porter, JP Onnela, PJ Mucha - 2009 - ams.org
“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 …

Intensity and coherence of motifs in weighted complex networks

JP Onnela, J Saramäki, J Kertész, K Kaski - Physical Review E, 2005 - APS
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 …

Understanding the demographics of Twitter users

A Mislove, S Lehmann, YY Ahn, JP Onnela… - Proceedings of the …, 2011 - ojs.aaai.org
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 …

Generalizations of the clustering coefficient to weighted complex networks

J Saramäki, M Kivelä, JP Onnela, K Kaski, J Kertesz - Physical Review E, 2007 - APS
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 …

[HTML][HTML] New tools for new research in psychiatry: a scalable and customizable platform to empower data driven smartphone research

J Torous, MV Kiang, J Lorme, JP Onnela - JMIR mental health, 2016 - mental.jmir.org
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 …

[HTML][HTML] Harnessing smartphone-based digital phenotyping to enhance behavioral and mental health

JP Onnela, SL Rauch - Neuropsychopharmacology, 2016 - nature.com
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 …