The potential of genomics for infectious disease forecasting
Genomic technologies have led to tremendous gains in understanding how pathogens
function, evolve and interact. Pathogen diversity is now measurable at high precision and …
function, evolve and interact. Pathogen diversity is now measurable at high precision and …
Deep learning models for forecasting dengue fever based on climate data in Vietnam
Background Dengue fever (DF) represents a significant health burden in Vietnam, which is
forecast to worsen under climate change. The development of an early-warning system for …
forecast to worsen under climate change. The development of an early-warning system for …
On the predictability of infectious disease outbreaks
Infectious disease outbreaks recapitulate biology: they emerge from the multi-level
interaction of hosts, pathogens, and environment. Therefore, outbreak forecasting requires …
interaction of hosts, pathogens, and environment. Therefore, outbreak forecasting requires …
Perspectives and challenges in develo** and implementing integrated dengue surveillance tools and technology in Thailand: a qualitative study
C Rotejanaprasert, P Armatrmontree… - PLOS Neglected …, 2024 - journals.plos.org
Background Dengue remains a persistent public health concern, especially in tropical and
sub-tropical countries like Thailand. The development and utilization of quantitative tools …
sub-tropical countries like Thailand. The development and utilization of quantitative tools …
Probabilistic seasonal dengue forecasting in Vietnam: A modelling study using superensembles
Background With enough advanced notice, dengue outbreaks can be mitigated. As a
climate-sensitive disease, environmental conditions and past patterns of dengue can be …
climate-sensitive disease, environmental conditions and past patterns of dengue can be …
Forecasting influenza in Hong Kong with Google search queries and statistical model fusion
Background The objective of this study is to investigate predictive utility of online social
media and web search queries, particularly, Google search data, to forecast new cases of …
media and web search queries, particularly, Google search data, to forecast new cases of …
Incorporating human mobility data improves forecasts of Dengue fever in Thailand
Over 390 million people worldwide are infected with dengue fever each year. In the absence
of an effective vaccine for general use, national control programs must rely on hospital …
of an effective vaccine for general use, national control programs must rely on hospital …
Technology to advance infectious disease forecasting for outbreak management
Forecasting is beginning to be integrated into decision-making processes for infectious
disease outbreak response. We discuss how technologies could accelerate the adoption of …
disease outbreak response. We discuss how technologies could accelerate the adoption of …
Prospective forecasts of annual dengue hemorrhagic fever incidence in Thailand, 2010–2014
Dengue hemorrhagic fever (DHF), a severe manifestation of dengue viral infection that can
cause severe bleeding, organ impairment, and even death, affects between 15,000 and …
cause severe bleeding, organ impairment, and even death, affects between 15,000 and …
Bayesian spatiotemporal modeling with sliding windows to correct reporting delays for real-time dengue surveillance in Thailand
C Rotejanaprasert, N Ekapirat, D Areechokchai… - International journal of …, 2020 - Springer
Background The ability to produce timely and accurate estimation of dengue cases can
significantly impact disease control programs. A key challenge for dengue control in …
significantly impact disease control programs. A key challenge for dengue control in …