ArticleLife science alliance2024
Automated staging of zebrafish embryos with deep learning.
Article in Life science alliance, 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.
- Article
- Embryo dysplasia in obese broiler breeders reduces hatchability: Comparison of high and low abdominal fat lines.Poultry science · 2026Article
- Exploring the Use of Machine Learning in Marine Biomonitoring: Assessing Nickel Exposure inToxics · 2026Article
- A quantitative coordinate system for developmental dynamics.bioRxiv : the preprint server for biology · 2026Article
- Developmental toxicity: artificial intelligence-powered assessments.Trends in pharmacological sciences · 2025Review
- Zebrafish identification with deep CNN and ViT architectures using a rolling training window.Scientific reports · 2025Article
- Machine learning approaches for image classification in developmental biology and clinical embryology.Development (Cambridge, England) · 2025Review
- Dev-ResNet: automated developmental event detection using deep learning.The Journal of experimental biology · 2024Article
- Uncovering developmental time and tempo using deep learning.Nature methods · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
The zebrafish (
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.