Monitoring activity index and behaviors of cage-free hens with advanced deep learning technologies
Most Cited Paper
in Animal Nutrition and Physiology
18 Months Post-Publication
Class of 2026
“Monitoring activity index and behaviors of cage-free hens with advanced deep learning technologies”
A research intelligence initiative by Pepkio
pri.pepkio.com/top-papers/animal-nutrition-and-physiology/2026/
Topics
Cage-free laying hens · activity index · Convolutional neural network · YOLOv5 · YOLOv8 · ByteTrack · DeepSORT · StrongSORT · multiobject tracking accuracy · top-view images · smothering · piling · flock activity quantification · footpad health · Behavior monitoring · Animal welfare assessment
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Pepkio Research Index (PRI). Topics and Trends in Most Cited Animal Nutrition and Physiology Papers, Class of 2026. https://pri.pepkio.com/top-papers/animal-nutrition-and-physiology/2026. Accessed 2026-07-14. Zheng Su, Tinsley Li, Thematic Shifts in Early-High-Impact Cancer Genomics and Diagnostics Research: A Bibliometric and Semantic Analysis. bioRxiv 2026.07.04.736459; doi: https://doi.org/10.64898/2026.07.04.736459