ArticleWellcome open research2022
Automated staging of zebrafish embryos using machine learning.
Article in Wellcome open research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 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
10 citing papers in PubMed.
- A quantitative coordinate system for developmental dynamics.bioRxiv : the preprint server for biology · 2026Article
- Deep-ZOMA: A Deep Learning-Based Approach for Automated Morphometric Analysis of Zebrafish Larvae Ocular Structures.Translational vision science & technology · 2026Article
- MIFA: Metadata, Incentives, Formats and Accessibility guidelines to improve the reuse of AI datasets for bioimage analysis.Nature methods · 2025Review
- Combining deep learning and microfluidics for fast and noninvasive sorting of zebrafish embryo.Scientific reports · 2025Article
- Article
- Article
- Zebrafish reveal new roles for Fam83f in hatching and the DNA damage-mediated autophagic response.Open biology · 2024Article
- Automated staging of zebrafish embryos with deep learning.Life science alliance · 2024Article
- Uncovering developmental time and tempo using deep learning.Nature methods · 2023Article
- Automated staging of zebrafish embryos using machine learning.Wellcome open research · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 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.