59 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- National University of SingaporeSG4 papers
- Nanyang Technological UniversitySG3 papers
- Institute of High Performance ComputingSG2 papers
- Columbia UniversityUS1 paper
- Dnipro State Medical UniversityUA1 paper
- Dubai Pharmacy CollegeAE1 paper
- Imperial College LondonGB1 paper
- Institute of Mental HealthSG1 paper
- James Cook UniversityAU1 paper
- Melbourne HealthAU1 paper
- Monash UniversityAU1 paper
- National University Health SystemSG1 paper
9 papers
Multi-pathogen situational assessment and forecasting of respiratory disease in Aotearoa New Zealand
M. J. Plank, A. R. Young, K. L. Senior +5
Real-time analysis of epidemic trends and forecasts can help support public health planning and the response to seasonal respiratory disease. Here, we present two models that were…
High-dimensional point forecast combinations for emergency department demand
Peihong Guo, Wen Ye Loh, Kenwin Maung +6
Current work on forecasting emergency department (ED) admissions focuses on disease aggregates or singular disease types. However, given differences in the dynamics of individual d…
Understanding the Progression of Educational Topics via Semantic Matching
Tamador Alkhidir, Edmond Awad, Aamena Alshamsi
Education systems are dynamically changing to accommodate technological advances, industrial and societal needs, and to enhance students' learning journeys. Curriculum specialists…
Towards Ontology-Based Requirements Engineering for IoT-Supported Well-Being, Aging and Health
Hrvoje Belani, Petar Solic, Toni Perkovic
Ontologies serve as a one of the formal means to represent and model knowledge in computer science, electrical engineering, system engineering and other related disciplines. Ontolo…
HOPES -- An Integrative Digital Phenotyping Platform for Data Collection, Monitoring and Machine Learning
Xuancong Wang, Nikola Vouk, Creighton Heaukulani +4
We describe the development of, and early experiences with, comprehensive Digital Phenotyping platform: Health Outcomes through Positive Engagement and Self-Empowerment (HOPES). HO…
Scalable Bayesian dynamic covariance modeling with variational Wishart and inverse Wishart processes
Creighton Heaukulani, Mark van der Wilk
We implement gradient-based variational inference routines for Wishart and inverse Wishart processes, which we apply as Bayesian models for the dynamic, heteroskedastic covariance…
Bifurcations and multi-stability in a model of cytokine-mediated autoimmunity
F. Fatehi, Y. N. Kyrychko, R. Molchanov +1
This paper investigates the dynamics of immune response and autoimmunity with particular emphasis on the role of regulatory T cells (Tregs), T cells with different activation thres…
Epidemic reemergence in adaptive complex networks
Jie Zhou, Gaoxi Xiao, Siew Ann Cheong +4
The dynamic nature of system gives rise to dynamical features of epidemic spreading, such as oscillation and bistability. In this paper, by studying the epidemic spreading in growi…
Effects of fear factors in disease propagation
Yubo Wang, Gaoxi Xiao, Limsoon Wong +3
Upon an outbreak of a dangerous infectious disease, people generally tend to reduce their contacts with others in fear of getting infected. Such typical actions apparently help slo…