ArticleAnimal frontiers : the review magazine of animal agriculture2024
Computer vision algorithms to help decision-making in cattle production.
Article in Animal frontiers : the review magazine of animal agriculture, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
9 citing papers in PubMed.
- Review
- Validating Foundation Models for Automated Cattle Detection.Sensors (Basel, Switzerland) · 2026Article
- BoviFusionNet: A Lightweight Edge-Deployable AI System for Cattle Behavior Recognition in Livestock Monitoring.Veterinary sciences · 2026Article
- - Invited Review - Biosensors in precision livestock farming in dairy production: decoding animals' needs.Animal bioscience · 2026Article
- - Invited Review - Advancing precision livestock farming: integrating artificial intelligence and emerging technologies for sustainable livestock management.Animal bioscience · 2026Article
- Video-based cattle behaviour detection for digital twin development in precision dairy systems.npj veterinary sciences · 2026Article
- SALC-Net: A lightweight contour-preserving segmentation network for yak body segmentation in complex grazing environments.PloS one · 2026Article
- Artificial intelligence-based dairy cattle behavior recognition for estrus detection via ensemble fusion of two camera views.PloS one · 2026Article
- ASAS-NANP Symposium: mathematical modeling in animal nutrition: harnessing real-time data and digital twins for precision livestock farming.Journal of animal science · 2025Review
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.