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 …
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
Abstract Background Aedes (Stegomyia)-borne diseases are an expanding global threat,
but gaps in surveillance make comprehensive and comparable risk assessments …
but gaps in surveillance make comprehensive and comparable risk assessments …
Modeling zoonotic and vector-borne viruses
Highlights●Goals for models include understanding, decision-making, and
predicting/forecasting.●Data for models vary in multiple dimensions, including spatial …
predicting/forecasting.●Data for models vary in multiple dimensions, including spatial …
Operational research on dengue: critical review and research agenda
Dengue fever presents a significant global health challenge with profound socioeconomic
implications, particularly in develo** countries. Effective control strategies for dengue are …
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 …
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 …
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 …
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 …
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 …
Organização Mundial de Saúde (OMS) e é um problema de saúde pública em países de …