VideoCap: Enabling REDCap as a Tool for Crowdsourced Multimedia-Labeling Research

Abstract excerpt

<h4>Objective</h4> Machine learning systems that use video data require large, diverse, human-labeled datasets, but generating reliable annotations remains labor-intensive, difficult to scale, and often dependent on proprietary tools or small expert annotator pools. We present VideoCap, a secure and context-aware workflow that integrates REDCap with a Content Delivery Network (CDN), backend web service, and crowd...

Topics

Open a Topic to create a Post that cites this publication.

• Biomedical Research
• Data Collection
• Databases, Genetic
• Genomics
• Phenotype
• Research Design
• Schizophrenia
• Smartphone

Identifiers and source

Literature Corpus work

74dd4a66-6a73-5500-8f09-c75192461a73

DOI

10.64898/2026.06.26.26355995