Machine learning in healthcare citizen science: A scoping review

R Baminiwatte, B Torsu, D Scherbakov… - International Journal of …, 2024 - Elsevier
Objectives This scoping review aims to clarify the definition and trajectory of citizen-led
scientific research (so-called citizen science) within the healthcare domain, examine the …

Classifying stages in the gonotrophic cycle of mosquitoes from images using computer vision techniques

FB Azam, RM Carney, S Kariev, K Nallan… - Scientific Reports, 2023 - nature.com
The ability to distinguish between the abdominal conditions of adult female mosquitoes has
important utility for the surveillance and control of mosquito-borne diseases. However, doing …

A regional One Health approach to the risk of invasion by Anopheles stephensi in Mauritius

DP Iyaloo, S Zohdy, RM Carney… - PLOS Neglected …, 2024 - journals.plos.org
Background Anopheles stephensi is an invasive malaria vector in Africa that threatens to put
an additional 126 million people at risk of malaria if it continues to spread. The island nation …

VectAbundance: a spatio-temporal database of Aedes mosquitoes observations

D Da Re, G Marini, C Bonannella, F Laurini, M Manica… - Scientific Data, 2024 - nature.com
Modelling approaches play a crucial role in supporting local public health agencies by
estimating and forecasting vector abundance and seasonality. However, the reliability of …

[HTML][HTML] GLOBE Observer: A Case Study in Advancing Earth System Knowledge with AI-Powered Citizen Science

PV Nelson, R Low, H Kohl… - Citizen …, 2024 - account.theoryandpractice …
Citizen science and artificial intelligence (AI) complement each other by harnessing the
strengths of both human and machine capabilities. Citizen science generates terabytes of …

Madeira Mosquito Surveillance App (MMSA): Leveraging Mobile Phone Apps for Enhanced Mosquito Surveillance

A Aldosery, A Musah, BO De Gouveia… - 2024 IEEE 12th …, 2024 - ieeexplore.ieee.org
Mosquito surveillance is crucial for understanding the dynamics of mosquito populations, the
implementation of public health programme aimed at controlling and preventing the spread …

[引用][C] A review of GIS applications in public health surveillance

PW Biu, CN Nwasike, OA Tula… - World Journal …, 2024 - World Journal of Advanced …

Enhancing Citizen Science Engagement Through Gamification: A Case Study of the SOCIO-BEE Project

F Vergara, C Olivares-Rodríguez… - … on Smart and …, 2024 - ieeexplore.ieee.org
The SOCIO-BEE project is a new way to improve Citizen Science (CS) by highlighting urban
pollution and increasing public engagement in environmental science. CS lets everyone do …

Unveiling Mosquito Patterns in Chicago (2007-2024): A Data Analytics and Machine Learning Study

ID Potamitis - 2024 - hal.science
We apply data analytics to the publicly available and recently updated Chicago 2007-2024
Mosquito Database. In this database, 195 traps have been deployed in Chicago, Illinois …

The integration of artificial intelligence in malaria control and surveillance

E Lyutsova, K Pavlova, M Gospodinova… - Scripta Scientifica …, 2025 - journals.mu-varna.bg
Abstract Introduction: Malaria, caused by Plasmodium spp., remains a global health
challenge despite significant reductions in incidence and mortality over recent decades …