Validation studies of the FLASH-TV system to passively measure children’s TV viewing

Validation studies of the FLASH-TV system to passively measure children’s TV viewing

Abstract TV viewing is associated with health risks, but existing measures of TV viewing are imprecise due to relying on self-report. We developed the Family Level Assessment of Screen use in the Home (FLASH)-TV, a machine learning pipeline with state-of-the-art computer vision methods to measure ch...

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Bibliographic Details
Main Authors: Anil Kumar Vadathya, Tatyana Garza, Uzair Alam, Alex Ho, Salma M.A. Musaad, Alicia Beltran, Jennette P. Moreno, Tom Baranowski, Nimah Haidar, Sheryl O. Hughes, Jason A. Mendoza, Ashok Veeraraghavan, Joseph Young, Akane Sano, Teresia M. O’Connor
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Television
Gaze estimation
Screen media
Machine learning
Face detection
Online Access:https://doi.org/10.1038/s41598-024-81136-0
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