Systematic reviews of machine learning in healthcare: a literature review

K Kolasa, B Admassu… - Expert Review of …, 2024 - Taylor & Francis
Introduction The increasing availability of data and computing power has made machine
learning (ML) a viable approach to faster, more efficient healthcare delivery. Methods A …

A systematic review of the data, methods and environmental covariates used to map Aedes-borne arbovirus transmission risk

AY Lim, Y Jafari, JM Caldwell, HE Clapham… - BMC infectious …, 2023 - Springer
Abstract Background Aedes (Stegomyia)-borne diseases are an expanding global threat,
but gaps in surveillance make comprehensive and comparable risk assessments …

Modeling zoonotic and vector-borne viruses

SD Judson, DW Dowdy - Current Opinion in Virology, 2024 - Elsevier
Highlights●Goals for models include understanding, decision-making, and
predicting/forecasting.●Data for models vary in multiple dimensions, including spatial …

Operational research on dengue: critical review and research agenda

LS Assis, FL Usberti, E Demir… - Journal of the …, 2024 - Taylor & Francis
Dengue fever presents a significant global health challenge with profound socioeconomic
implications, particularly in develo** countries. Effective control strategies for dengue are …

[PDF][PDF] Prescriptive temporal modeling approach using climate variables to forecast dengue incidence in Córdoba, Colombia

E Medina, MR Cogollo… - Mathematical Biosciences …, 2024 - aimspress.com
We present a modeling strategy to forecast the incidence rate of dengue in the department of
Córdoba, Colombia, thereby considering the effect of climate variables. A Seasonal …

Prediction of tuberculosis clusters in the riverine municipalities of the Brazilian Amazon with machine learning

L Silva, LG Motta, L Eberly - Revista Brasileira de …, 2024 - SciELO Public Health
Objective: Tuberculosis (TB) is the second most deadly infectious disease globally, posing a
significant burden in Brazil and its Amazonian region. This study focused on the “riverine …

Perfil epidemiológico das notificações por Dengue no período de 2018-2024

AGRS Azevedo, A de Laia Vieira… - … Journal of Health …, 2024 - ojs.brazilianjournals.com.br
A dengue é uma arbovirose transmitida pelo mosquito Aedes aegypti, classificada também
como uma doença tropical negligenciada. Essas doenças prevalecem em regiões tropicais …

Systematic Reviews of Machine Learning in Healthcare: A Literature Review

BY Admassu, M Hołownia, K Kędzior, JE Poirrier… - 2023 - researchsquare.com
The increasing availability of data and computing power has made machine learning (ML) a
viable approach to faster, more efficient healthcare delivery. To exploit the potential of data …

[PDF][PDF] Predição de criadouros do mosquito Aedes aegypti para controle de arboviroses usando computação de reservatório

ACG da Silva, CL de Lima, CPN Silva… - Anais do VII Simpósio … - researchgate.net
As arboviroses são consideradas uma das doenças tropicais negligenciadas pela
Organização Mundial de Saúde (OMS) e é um problema de saúde pública em países de …