Crowdsourcing and Mechanical Turks

Collective Intelligence–Based Participatory COVID-19 Surveillance in Accra, Ghana: Pilot Mixed Methods Study

Gifty Marley, Phyllis Dako-Gyeke, Prajwol Nepal, Rohini Rajgopal, Evelyn Koko, Elizabeth Chen, Kwabena Nuamah, Kingsley Osei, Hubertus Hofkirchner, Michael Marks, Joseph D Tucker, Rosalind Eggo, William Ampofo, Sean Sylvia

JMIR Infodemiology 2024 (Aug 12); 4:e50125

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Perception of Medication Safety–Related Behaviors Among Different Age Groups: Web-Based Cross-Sectional Study

Yan Lang, Kay-Yut Chen, Yuan Zhou, Ludmila Kosmari, Kathryn Daniel, Ayse Gurses, Richard Young, Alicia Arbaje, Yan Xiao

Interact J Med Res 2024 (Aug 12); 13:e58635

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Gamified Crowdsourcing as a Novel Approach to Lung Ultrasound Data Set Labeling: Prospective Analysis

Nicole M Duggan, Mike Jin, Maria Alejandra Duran Mendicuti, Stephen Hallisey, Denie Bernier, Lauren A Selame, Ameneh Asgari-Targhi, Chanel E Fischetti, Ruben Lucassen, Anthony E Samir, Erik Duhaime, Tina Kapur, Andrew J Goldsmith

J Med Internet Res 2024 (Jul 04); 26:e51397

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A Perspective on Crowdsourcing and Human-in-the-Loop Workflows in Precision Health

Peter Washington

J Med Internet Res 2024 (Apr 11); 26:e51138

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Digitally Diagnosing Multiple Developmental Delays Using Crowdsourcing Fused With Machine Learning: Protocol for a Human-in-the-Loop Machine Learning Study

Aditi Jaiswal, Ruben Kruiper, Abdur Rasool, Aayush Nandkeolyar, Dennis P Wall, Peter Washington

JMIR Res Protoc 2024 (Feb 08); 13:e52205

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